{"id":"W2019929778","doi":"10.1503/cmaj.051407","title":"Happy doctors? Balancing professional and personal commitments","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical education; Family 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":[0.01727951,0.0002470811,0.0005377951,0.001173128,0.0144627,0.0128667,0.001253241,0.006247618,0.01454959],"category_scores_gemma":[0.07445232,0.0005964647,0.0003307333,0.001275506,0.01784599,0.009368184,0.009286964,0.01426607,0.002413565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007045067,"about_ca_system_score_gemma":0.01114462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01442717,"about_ca_topic_score_gemma":0.04436137,"domain_scores_codex":[0.9757704,0.01174701,0.0006155042,0.001059912,0.006869048,0.003938192],"domain_scores_gemma":[0.9312633,0.02017741,0.0053598,0.00175889,0.006187048,0.03525358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001341225,0.0001082293,0.01483162,0.0001987127,0.00009332547,0.0008174766,0.05915576,0.00007612022,0.0002812729,0.08247117,0.7644265,0.07740577],"study_design_scores_gemma":[0.0001009335,0.0001250095,0.02554546,0.0008952964,0.00003680131,0.001388837,0.241441,0.0001621881,0.0001823267,0.07935392,0.6506189,0.0001493071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01583482,0.002826813,0.0005284424,0.9445322,0.004364734,0.000007891035,0.00005323161,0.00001984625,0.03183209],"genre_scores_gemma":[0.5442022,0.008172063,0.001057114,0.4178407,0.01159055,0.00005420567,0.00009311457,0.0001457091,0.01684448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01727951,"threshold_uncertainty_score":0.09138387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565649753764192,"score_gpt":0.3531861783971512,"score_spread":0.3375296808595092,"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."}}