{"id":"W2071195688","doi":"10.1503/cmaj.1060079","title":"Views of medicine as a profession","year":2006,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alternative medicine; Medicine; Data science; Computer science; Engineering ethics; Medical education; Pathology; Engineering","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":[0.01155281,0.0008611316,0.001624543,0.0008768031,0.01213006,0.01256059,0.002899854,0.0672196,0.00710231],"category_scores_gemma":[0.04359537,0.0009788334,0.001162862,0.001029191,0.01111648,0.009973627,0.004227589,0.08267318,0.00458803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00718045,"about_ca_system_score_gemma":0.008945341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008824053,"about_ca_topic_score_gemma":0.01940028,"domain_scores_codex":[0.9855122,0.00401651,0.0009311053,0.001707465,0.006045886,0.001786837],"domain_scores_gemma":[0.9687915,0.01616942,0.002234767,0.0007023666,0.006553245,0.005548743],"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":[0.00004384495,0.00002899921,0.000202093,0.00005954354,0.00001110426,0.0004873348,0.001025845,0.00002097814,0.0001627717,0.01089453,0.9824388,0.00462414],"study_design_scores_gemma":[0.00003968278,0.00004523672,0.000484125,0.0002578422,0.00001803174,0.0007121167,0.002296404,0.0001105543,0.0001378137,0.00949114,0.9863656,0.00004151136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001799918,0.001343101,0.00004167493,0.9551059,0.04050601,0.000002141818,0.000005191896,0.000004278597,0.002811647],"genre_scores_gemma":[0.003587546,0.0007056856,0.00005558047,0.9433285,0.0482533,0.000004897609,0.000003917194,0.00001157359,0.004049005],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0672196,"threshold_uncertainty_score":0.06109786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2940071538912004,"score_gpt":0.5347289740433185,"score_spread":0.2407218201521181,"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."}}