{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004176516,0.00008654794,0.0001435008,0.00006978403,0.000135663,0.00007294114,0.00009149119,0.00004041458,0.000005319128],"category_scores_gemma":[0.0000195003,0.00008529715,0.000008636265,0.0001937606,0.00009774951,0.0001369522,0.00002812702,0.00005228194,0.000001382582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001388215,"about_ca_system_score_gemma":0.000213341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5292698,"about_ca_topic_score_gemma":0.7304634,"domain_scores_codex":[0.999176,0.00001500618,0.0001823446,0.0001718581,0.0002142472,0.0002405027],"domain_scores_gemma":[0.999662,0.00002964117,0.0001030852,0.00003697336,0.00006436382,0.0001039682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002564783,0.000129383,0.3120841,0.001115994,0.00005006296,0.00000113459,0.175621,2.615654e-7,0.00014627,0.09379411,0.004658772,0.4123732],"study_design_scores_gemma":[0.0003521036,0.00003106358,0.1937831,0.0001762209,0.000009624896,6.870018e-7,0.07153396,0.00001501721,0.00004721811,0.0001313132,0.7337428,0.0001768206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9695424,0.0001140807,0.000001088879,0.001290359,0.0000802375,0.0003191473,6.669283e-7,0.00001950187,0.02863254],"genre_scores_gemma":[0.9976028,0.00003167273,0.0009663196,0.0004440039,0.0001349754,0.00005349332,8.723251e-7,0.000007250108,0.0007586042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7290841,"threshold_uncertainty_score":0.4738648,"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."}}