{"id":"W2407712986","doi":"","title":"Future practice profiles of Canadian medical trainees.","year":2006,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Specialty; Medical practice; Family medicine; Medicine; Medical education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008717419,0.0001162082,0.0001099403,0.001061707,0.001775845,0.0005985898,0.000404313,0.0003853721,0.002667503],"category_scores_gemma":[0.005432619,0.0001096081,0.00017197,0.001262746,0.0004629532,0.0003121831,0.0005070473,0.0003548077,0.0002372409],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005455087,"about_ca_system_score_gemma":0.01457173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8127729,"about_ca_topic_score_gemma":0.8713269,"domain_scores_codex":[0.9991603,0.00007625168,0.000037914,0.0000480762,0.0003854393,0.000292039],"domain_scores_gemma":[0.9960011,0.0003228351,0.0006987857,0.00004941615,0.001363427,0.001564565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005839774,0.00003180036,0.9605408,0.0000746388,0.00001314881,0.0002564773,0.007811289,0.0001230426,0.0003038079,0.000204449,0.004161071,0.02642106],"study_design_scores_gemma":[0.00000498143,0.00004678204,0.9808767,0.00007725643,0.000007613105,0.0005925611,0.01194514,0.0002279428,0.000066769,0.00005509996,0.006082179,0.00001686485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897479,0.0007495186,0.0001287439,0.002130267,0.00002243539,0.00003693729,0.0009549847,0.000011113,0.00621817],"genre_scores_gemma":[0.9976464,0.0005123182,0.0002382433,0.0001969553,0.00000778164,0.00001824222,0.0004369649,0.000002320546,0.0009408435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9945449,"threshold_uncertainty_score":0.3766593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03277541200437042,"score_gpt":0.3604175566364161,"score_spread":0.3276421446320457,"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."}}