{"id":"W4382315176","doi":"10.36834/cmej.77204","title":"Guilty until proven innocent","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Ethics in medical practice","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Institute on Drug Abuse","keywords":"Computer security; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.006956683,0.0003330015,0.0004908866,0.0009052511,0.007241548,0.004261054,0.001450466,0.008924891,0.02128456],"category_scores_gemma":[0.05581764,0.0004132818,0.0004027902,0.000544584,0.0097694,0.004747624,0.003809239,0.01201094,0.00841517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005737233,"about_ca_system_score_gemma":0.01798052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08511566,"about_ca_topic_score_gemma":0.1518737,"domain_scores_codex":[0.9886212,0.002937898,0.0004810057,0.0007890852,0.005409094,0.00176177],"domain_scores_gemma":[0.9813868,0.006123529,0.001246377,0.0008496649,0.007412266,0.002981306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004473086,0.00001724305,0.001323704,0.00007659824,0.00001053745,0.0007061667,0.002125663,0.00002746825,0.0001108173,0.07018263,0.8861436,0.03923089],"study_design_scores_gemma":[0.00002244023,0.00003589942,0.005836629,0.001124851,0.00002566876,0.001279299,0.003862884,0.00008335689,0.0002632992,0.03819646,0.949208,0.00006120929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005063419,0.0289659,0.0008429621,0.577547,0.02355196,0.00005846937,0.0004353256,0.00007517661,0.3634598],"genre_scores_gemma":[0.2326656,0.02285291,0.001464781,0.4100593,0.01365827,0.000190393,0.0006027576,0.0001425212,0.3183634],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08511566,"threshold_uncertainty_score":0.1692405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08507510535718708,"score_gpt":0.517551506920115,"score_spread":0.4324764015629279,"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."}}