{"id":"W2322543777","doi":"10.1080/14739879.2016.1152737","title":"Overcoming challenges in primary care education: family physician education in Newfoundland and Labrador","year":2016,"lang":"en","type":"article","venue":"Education for Primary Care","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Primary care; Family medicine; Medicine; Medical education; Primary health care; Primary care physician; Nursing; Environmental health","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":[0.004009109,0.0003000863,0.0003683292,0.0008225897,0.01464148,0.006956643,0.002516714,0.003511503,0.01229215],"category_scores_gemma":[0.004308966,0.000519707,0.0004274998,0.001254088,0.003219784,0.002853288,0.00804194,0.005532569,0.0007234949],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04403437,"about_ca_system_score_gemma":0.161584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8986841,"about_ca_topic_score_gemma":0.9814351,"domain_scores_codex":[0.9940811,0.000981863,0.0001478767,0.0002565044,0.0003996724,0.004132966],"domain_scores_gemma":[0.9858642,0.001301123,0.0007742317,0.0001600289,0.001146817,0.01075357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004441699,0.002096845,0.4685564,0.001351335,0.0001558007,0.01174367,0.1504378,0.00108844,0.003847618,0.01383357,0.1599424,0.1865018],"study_design_scores_gemma":[0.0000652905,0.000259851,0.5783592,0.001106202,0.00004361455,0.0008345945,0.3145235,0.0003286608,0.0003972931,0.000472108,0.1035184,0.00009133475],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6762753,0.005367132,0.0004196064,0.2781369,0.001157391,0.0001836174,0.0005014431,0.0000735842,0.03788501],"genre_scores_gemma":[0.9284816,0.002482179,0.001160437,0.03390191,0.0002162897,0.0001103074,0.0002666472,0.00003539355,0.03334524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9559656,"threshold_uncertainty_score":0.3194932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0351752161942645,"score_gpt":0.38156692081526,"score_spread":0.3463917046209955,"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."}}