{"id":"W1979701618","doi":"10.1111/j.1440-1843.2008.01231.x","title":"<i>Respirology</i> year‐in‐review 2007: Clinical science","year":2008,"lang":"en","type":"review","venue":"Respirology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Asthma; Disease; Maturity (psychological); Family medicine; Pathology; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001201265,0.0005349868,0.004270684,0.0005390702,0.00009919077,0.000007342815,0.0007108215,0.0006744112,0.0007355131],"category_scores_gemma":[0.001581441,0.0003800309,0.001114209,0.001116282,0.001642985,0.00007840813,0.0002917853,0.001296628,0.002366056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001099455,"about_ca_system_score_gemma":0.002493423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001353884,"about_ca_topic_score_gemma":0.000003261231,"domain_scores_codex":[0.9950702,0.000699992,0.001720073,0.001163211,0.0004361408,0.0009104012],"domain_scores_gemma":[0.9971553,0.0006777214,0.0004577471,0.001040066,0.000104165,0.0005650063],"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":[0.0001095822,0.0004467604,0.001601335,0.01669328,0.00006630466,0.002676187,0.000001680648,9.809163e-8,2.784235e-7,0.00009209259,0.05806861,0.9202438],"study_design_scores_gemma":[0.0005471038,0.0005737114,0.002156567,0.01361131,0.0006498721,0.002800145,4.229897e-7,0.000001233856,3.164303e-8,0.00002615587,0.9793348,0.000298694],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008337907,0.9868574,3.901404e-7,0.0007354359,0.0007366402,0.001336066,0.00004634104,0.00007147389,0.01013289],"genre_scores_gemma":[0.000004225912,0.9884562,0.00005885413,0.008860406,0.0009066162,0.0001336248,0.0001024139,0.00005075076,0.001426836],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9212661,"threshold_uncertainty_score":0.9998652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1338135956139697,"score_gpt":0.461670300801072,"score_spread":0.3278567051871022,"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."}}