{"id":"W2340336188","doi":"10.1503/cmaj.109-5261","title":"Profile: Gary Kobinger — “My goal became to prevent death”","year":2016,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HERO; Agency (philosophy); Public health; Rank (graph theory); History; Medicine; Political science; Sociology; Art; Social science; Pathology; Literature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001565935,0.0008599345,0.001033301,0.000585319,0.00472567,0.003517682,0.001622417,0.01135136,0.05409691],"category_scores_gemma":[0.01123301,0.0004640443,0.0005302532,0.0004936137,0.001716789,0.003511437,0.002526775,0.01501519,0.03368957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002325914,"about_ca_system_score_gemma":0.005720824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01436443,"about_ca_topic_score_gemma":0.02946156,"domain_scores_codex":[0.9987679,0.0001980242,0.00007105352,0.0001734877,0.0005077624,0.0002817429],"domain_scores_gemma":[0.9943905,0.0005676484,0.0002294231,0.0001207809,0.001663079,0.003028585],"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":[0.000006799368,0.000006407005,0.000106209,0.00001768983,0.000001228956,0.00008766759,0.00005325209,0.000007467829,0.00003734755,0.0001720985,0.9967806,0.002723145],"study_design_scores_gemma":[0.00001369705,0.00002722638,0.001073571,0.0002170783,0.000004026894,0.0005164444,0.0008251268,0.00004986557,0.0000896528,0.0005064879,0.9966494,0.00002739348],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0007314069,0.004068145,0.0001921714,0.9362939,0.03871956,0.00008126396,0.0002094066,0.0002066829,0.01949745],"genre_scores_gemma":[0.005094429,0.003652457,0.0001779418,0.8546959,0.01726843,0.0001002735,0.0001116951,0.00008637577,0.1188125],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05409691,"threshold_uncertainty_score":0.1809722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02747285605761261,"score_gpt":0.3959833001179703,"score_spread":0.3685104440603577,"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."}}