{"id":"W106060831","doi":"","title":"DEVELOPMENT AND DELIVERY OF A PHYSICIAN MANAGEMENT & LEADERSHIP PROGRAM (PMLP) IN NEWFOUNDLAND AND LABRADOR (NL), CANADA","year":2014,"lang":"en","type":"article","venue":"ICERI2014 Proceedings","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical education; Nursing; Medicine","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":[0.002923689,0.000298927,0.0003078857,0.001388719,0.008365788,0.003839845,0.002602814,0.001437535,0.005627052],"category_scores_gemma":[0.005149622,0.0008167984,0.0003480226,0.001760235,0.001645169,0.0007766226,0.003468551,0.002222286,0.0004638156],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1589963,"about_ca_system_score_gemma":0.4907283,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942995,"about_ca_topic_score_gemma":0.9986932,"domain_scores_codex":[0.9935655,0.0007591031,0.0001427289,0.0003110625,0.001097381,0.004124276],"domain_scores_gemma":[0.9833353,0.0007090304,0.0006570874,0.0001846717,0.003620919,0.01149309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001443568,0.003739909,0.5189954,0.001172008,0.0002754827,0.00364817,0.02192721,0.01072762,0.01136793,0.02464231,0.09632737,0.3057331],"study_design_scores_gemma":[0.0002650414,0.0007942871,0.8802088,0.0004124906,0.00007295683,0.0002064837,0.03044012,0.003474909,0.001779071,0.0003084534,0.08195945,0.00007782095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9068694,0.001950363,0.002015468,0.03386626,0.0002516656,0.002258702,0.003897886,0.0002129551,0.04867738],"genre_scores_gemma":[0.9213732,0.001476632,0.006157399,0.006791521,0.00004475096,0.0005411503,0.001844548,0.00005946699,0.06171146],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8410037,"threshold_uncertainty_score":0.975445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03898383847479563,"score_gpt":0.2858038785385614,"score_spread":0.2468200400637657,"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."}}