{"id":"W2032012462","doi":"10.1111/j.1468-1293.2008.00671_1.x","title":"Authors' reply to Drs J Atashili and L Kalilani","year":2008,"lang":"en","type":"article","venue":"HIV Medicine","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; AIDS Vancouver; University of British Columbia","funders":"","keywords":"Medicine; Pooling; Meta-analysis; Randomized controlled trial; Statistics; Artificial intelligence; Internal medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004987782,0.000185566,0.0004806083,0.0002419194,0.0002142503,0.000003982336,0.00009532041,0.00005775144,0.0004362409],"category_scores_gemma":[0.002274282,0.0001285207,0.00003463375,0.000355152,0.0004886161,0.00004872444,0.00013746,0.0002895142,0.0003516573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006773312,"about_ca_system_score_gemma":0.00007558295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002668106,"about_ca_topic_score_gemma":0.00001114826,"domain_scores_codex":[0.9981582,0.00004621846,0.0003164891,0.0003774679,0.0006689654,0.0004326951],"domain_scores_gemma":[0.9986105,0.0001518342,0.00004003469,0.0004589838,0.0001827608,0.0005558887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000476575,0.00005870197,0.03883395,0.0001468946,0.0001067215,0.001096149,0.006666668,9.405906e-7,0.005509072,0.0003705939,0.9434392,0.003294474],"study_design_scores_gemma":[0.003119198,0.001017743,0.1401958,0.000348032,0.00006944218,0.0006324873,0.0006591585,0.00003563195,0.0007934063,0.00006352906,0.8528988,0.0001668527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.767775,0.007658837,0.0003217246,0.1543713,0.0004623095,0.001583799,0.00003940007,0.0003613478,0.06742623],"genre_scores_gemma":[0.8681701,0.002733279,0.002942743,0.06789214,0.002584897,0.0001326174,0.00007144744,0.00009367596,0.05537907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1013618,"threshold_uncertainty_score":0.5240922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126350030723302,"score_gpt":0.3938258694229425,"score_spread":0.2674758386996405,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}