{"id":"W2412012234","doi":"10.1503/cmaj.061514","title":"Medically speaking","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Ethics in medical practice","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical education; Process (computing); Computer science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001198272,0.0004596879,0.0003503753,0.0005932483,0.003895609,0.001667726,0.0007154346,0.001843143,0.1767008],"category_scores_gemma":[0.007601052,0.0002051365,0.0003464975,0.0004825221,0.001194919,0.002008262,0.002236391,0.002721337,0.09458139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001676749,"about_ca_system_score_gemma":0.004562323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089047,"about_ca_topic_score_gemma":0.02287923,"domain_scores_codex":[0.9981559,0.0002706781,0.0001126322,0.0001630782,0.0007013562,0.0005962821],"domain_scores_gemma":[0.9974535,0.0002338689,0.0003118477,0.0001093234,0.0008911095,0.001000306],"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":[0.00003240152,0.000025046,0.0009503972,0.00009161927,0.000003309972,0.0003205356,0.002126469,0.000009948055,0.0004368518,0.004531877,0.9680081,0.02346341],"study_design_scores_gemma":[0.000005761109,0.00002402876,0.001467529,0.0001134522,0.000002286396,0.0004921839,0.001261822,0.00001282343,0.00007671267,0.0006226952,0.9959116,0.000009208649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0236806,0.01153695,0.001337208,0.2185342,0.03441102,0.0002871874,0.004374783,0.0007114201,0.7051266],"genre_scores_gemma":[0.0719806,0.007378557,0.0009988478,0.2065955,0.005738644,0.0001617859,0.001437836,0.0002580206,0.7054502],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1767008,"threshold_uncertainty_score":0.591123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03133929473953397,"score_gpt":0.4125671213343137,"score_spread":0.3812278265947797,"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."}}