{"id":"W2797714951","doi":"10.1503/cmaj.109-5564","title":"Doctors who retire early often met with scorn","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical education","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":[0.002573597,0.0004206143,0.0007681926,0.001025571,0.01078793,0.003293812,0.0006979197,0.003786837,0.06779211],"category_scores_gemma":[0.02463628,0.0007126446,0.0004920939,0.001347781,0.003055347,0.002913275,0.006344342,0.006216435,0.02066118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002692373,"about_ca_system_score_gemma":0.005298707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01301962,"about_ca_topic_score_gemma":0.03849633,"domain_scores_codex":[0.995443,0.001010377,0.0002713489,0.0003280464,0.001287224,0.00165998],"domain_scores_gemma":[0.986759,0.001370517,0.001945637,0.0006070916,0.002359885,0.006957855],"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":[0.0001168757,0.00007138324,0.01219006,0.0002937176,0.00004285166,0.001008559,0.01462148,0.00003252874,0.0007711688,0.005384895,0.9096536,0.05581282],"study_design_scores_gemma":[0.00003182363,0.00009611886,0.01373262,0.000603418,0.00001966747,0.001292618,0.02935939,0.00002485545,0.0001509732,0.001294723,0.9533532,0.0000406449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1442867,0.02944281,0.002547811,0.5473186,0.06082563,0.0003113447,0.001210605,0.0006958129,0.2133606],"genre_scores_gemma":[0.2372204,0.0141908,0.001243957,0.4518006,0.007644466,0.0001895263,0.0005183172,0.0003116449,0.2868803],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06779211,"threshold_uncertainty_score":0.2267872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06506966368998941,"score_gpt":0.3561352089872332,"score_spread":0.2910655452972438,"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."}}