{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"a2eea7620b07","filters":{"venue":"Australian Infection Control"}},"results":[{"id":"W2155193190","doi":"10.1071/hi04084","title":"Current issues in testing, selection and use of microbicides in infection control: a critical review","year":2004,"lang":"en","type":"review","venue":"Australian Infection Control","topic":"Bacillus and Francisella bacterial research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Microbicide; Microbicides for sexually transmitted diseases; Medicine; Risk analysis (engineering); Scrutiny; Population; Environmental health; Human immunodeficiency virus (HIV); Health services; Virology","authors":[{"name":"Syed A. Sattar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07468171124981512,"gpt":0.3878077441904133,"spread":0.3131260329405982,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005825613,0.001430365,0.004103716,0.002802206,0.0006454699,0.002741437,0.003127914,0.004301403,0.003848038],"category_scores_gemma":[0.007752242,0.0006769287,0.0008375033,0.003244723,0.002338587,0.004266516,0.001355482,0.003204819,0.00217251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002237228,"about_ca_system_score_gemma":0.004295167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004570913,"about_ca_topic_score_gemma":0.008282519,"domain_scores_codex":[0.9984074,0.0003313232,0.0002653874,0.0001925613,0.000708777,0.00009456128],"domain_scores_gemma":[0.9918473,0.005426282,0.0005664186,0.0001553629,0.00174351,0.000261013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001482814,0.0001027378,0.000227197,0.01689105,0.00006684939,0.0002433993,0.0001201441,0.0004226793,0.001421326,0.00369428,0.04190386,0.9347582],"study_design_scores_gemma":[0.000046618,0.000277221,0.0007151758,0.01063249,0.0002341251,0.00119465,0.0002393665,0.0001822811,0.0009417499,0.003267373,0.9822235,0.00004546372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004903364,0.997792,0.000301903,0.00106804,0.0004513694,0.000005623072,0.000007114149,0.000005732757,0.0003192014],"genre_scores_gemma":[0.0004891654,0.9971423,0.0006870311,0.0007761359,0.0004806415,0.00001203131,0.00001266477,0.000002511897,0.0003976271],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005825613,"threshold_uncertainty_score":0.0308091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000158551","doi":"10.1071/hi04126","title":"Staff perceptions of an infection control programme in long-term aged care","year":2004,"lang":"en","type":"article","venue":"Australian Infection Control","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Infection control; Health care; Government (linguistics); Health economics; Quarter (Canadian coin); Public health; Family medicine; Nursing; Intensive care medicine","authors":[{"name":"Robyn Brumpton","is_ca":false},{"name":"Debra Creedy","is_ca":false},{"name":"Wendy Moyle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02702073897684319,"gpt":0.3399681660327466,"spread":0.3129474270559034,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007566406,0.0002170484,0.0003016795,0.0004705412,0.004143197,0.001972303,0.0006901277,0.00118099,0.003098177],"category_scores_gemma":[0.02680166,0.0003284455,0.0004436375,0.0002663659,0.001688792,0.001059237,0.002305058,0.001741113,0.0002027492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00456297,"about_ca_system_score_gemma":0.006735307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02614489,"about_ca_topic_score_gemma":0.03918381,"domain_scores_codex":[0.9934145,0.003228419,0.0004475639,0.0001554863,0.001250004,0.001504028],"domain_scores_gemma":[0.9700618,0.005739965,0.004182633,0.000428115,0.0047371,0.01485039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00189186,0.003315509,0.6443313,0.0006177356,0.0001789438,0.001857083,0.2942149,0.000455578,0.003071151,0.0008483247,0.005162777,0.04405477],"study_design_scores_gemma":[0.0001255493,0.004756423,0.6080884,0.0003925317,0.00009321055,0.0005032182,0.3782413,0.000512483,0.0005433375,0.0002940493,0.006369964,0.00007951982],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968109,0.0001177023,0.00007065339,0.001194433,0.00004500551,0.00002460489,0.00001062304,0.000004527113,0.001721641],"genre_scores_gemma":[0.9989736,0.00008403356,0.0001092135,0.0004269675,0.0000189008,0.00001598386,0.000007999432,0.00000176939,0.0003616041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02614489,"threshold_uncertainty_score":0.05198544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2051301267","doi":"10.1071/hi00208","title":"Minimising IV site infection while saving time and money","year":2000,"lang":"en","type":"article","venue":"Australian Infection Control","topic":"Central Venous Catheters and Hemodialysis","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Isopropyl alcohol; Chlorhexidine; Exact test; Chlorhexidine gluconate; Randomized controlled trial; Clinical trial; Infection control; Incidence (geometry); Surgery; Internal medicine; Dentistry; Mathematics","authors":[{"name":"Shelley Cobbett","is_ca":true},{"name":"Angela LeBlanc","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02828387256982839,"gpt":0.3171364593538334,"spread":0.288852586784005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001152575,0.0004792854,0.0005420455,0.0006281249,0.0006883309,0.001538307,0.0006791968,0.001083704,0.01507615],"category_scores_gemma":[0.008344663,0.0001355652,0.0003931744,0.0005308388,0.0004823228,0.0008565004,0.001512343,0.001352824,0.001954168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000887033,"about_ca_system_score_gemma":0.002322963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003482911,"about_ca_topic_score_gemma":0.006838555,"domain_scores_codex":[0.9984109,0.000599233,0.00008085916,0.00005127589,0.0006354336,0.0002222778],"domain_scores_gemma":[0.9958722,0.000936038,0.000742471,0.0002219821,0.001077066,0.001150217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008266769,0.001811919,0.01706972,0.001106604,0.0001139188,0.0005078105,0.001234882,0.002495243,0.01697287,0.005499904,0.03479257,0.9175678],"study_design_scores_gemma":[0.0005494973,0.01176068,0.330328,0.003020169,0.0006185887,0.00855688,0.01062725,0.01201264,0.01846004,0.02435117,0.579566,0.0001491256],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4890535,0.03148728,0.06412412,0.1090758,0.004406847,0.0008457741,0.0002487454,0.0007414594,0.3000165],"genre_scores_gemma":[0.8642234,0.01009414,0.0438637,0.005647675,0.002176082,0.0002247537,0.0001478975,0.000089564,0.07353286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01507615,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}