{"id":"W4233743860","doi":"10.12927/hcq.2003.16765","title":"Adversaria","year":2003,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"History of Science and Medicine","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Work & Health","funders":"","keywords":"Business; Medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005029425,0.0009825232,0.001269023,0.001532475,0.00187614,0.004755103,0.002399768,0.003571351,0.4485548],"category_scores_gemma":[0.03958761,0.0003557934,0.001077231,0.00109411,0.001214389,0.002342388,0.004015216,0.005065722,0.1860034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0019814,"about_ca_system_score_gemma":0.004856457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009211677,"about_ca_topic_score_gemma":0.0009585905,"domain_scores_codex":[0.9933889,0.001838172,0.0005021552,0.001510233,0.001896666,0.0008639185],"domain_scores_gemma":[0.9884825,0.002453552,0.001083334,0.001573433,0.00387319,0.002533892],"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":[0.0001303572,0.00004703662,0.0006263164,0.0005026468,0.00002669622,0.0004528205,0.0002083388,0.00007231722,0.000142841,0.01628396,0.9165289,0.0649777],"study_design_scores_gemma":[0.00002249269,0.00001979857,0.0002556613,0.0003192599,0.000007566706,0.0004890989,0.0001101203,0.00007977463,0.0000747536,0.002917918,0.9956959,0.000007552993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004016858,0.01886091,0.005722161,0.1745156,0.2523471,0.001547231,0.01935785,0.002568977,0.5210634],"genre_scores_gemma":[0.06239233,0.01495809,0.00587147,0.09900633,0.05780051,0.002928514,0.01374404,0.001472268,0.7418265],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4485548,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03928065236806666,"score_gpt":0.2704141288033251,"score_spread":0.2311334764352584,"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."}}