{"id":"W6997001964","doi":"","title":"Traineesâ views of physician workforce policy in Quebec and their impact on career intentions","year":2014,"lang":"en","type":"article","venue":"PubMed Central","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Workforce; MEDLINE; Workforce planning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.006185605,0.0001387976,0.0002428229,0.001688278,0.006829299,0.005008,0.001164595,0.002233316,0.01824008],"category_scores_gemma":[0.02299736,0.0002167341,0.000432442,0.002782662,0.002313859,0.001566917,0.001717392,0.003449751,0.0007904845],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0479228,"about_ca_system_score_gemma":0.0937947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9768847,"about_ca_topic_score_gemma":0.9891976,"domain_scores_codex":[0.994366,0.001096578,0.0001543247,0.0001366263,0.001322273,0.002924171],"domain_scores_gemma":[0.9638655,0.006769379,0.003494856,0.0003009634,0.01049589,0.01507341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004763271,0.0003165281,0.7479463,0.0003843055,0.0001144033,0.0006950319,0.03332809,0.0005702479,0.0004155744,0.01285595,0.1488803,0.05401691],"study_design_scores_gemma":[0.00004309533,0.00008883691,0.8427348,0.0007572541,0.00004072646,0.00008535227,0.07953709,0.0003626679,0.0001490751,0.0005838485,0.07554407,0.00007316549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6250219,0.005450877,0.0001839641,0.2709915,0.0009003405,0.00007587855,0.003995745,0.00002959444,0.09335012],"genre_scores_gemma":[0.9535722,0.002138029,0.0001132759,0.01567739,0.0001748837,0.00004734744,0.0005212022,0.0000175874,0.02773815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9520772,"threshold_uncertainty_score":0.3477059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05438842405783096,"score_gpt":0.3807658131023902,"score_spread":0.3263773890445592,"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."}}