{"id":"W2297251931","doi":"","title":"Initial Match Rates of an Innovative International Partnership: The Ochsner Clinical School Experience.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical school; Family medicine; General partnership; Medical education; Osteopathic medicine in the United States; Health care; Alternative 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002142355,0.0001338022,0.0002631695,0.00006367562,0.0002567792,0.00001059177,0.0005636599,0.0001997768,0.001292418],"category_scores_gemma":[0.002868254,0.00006889286,0.0000485504,0.0003512186,0.0003652179,0.000328922,0.0001951596,0.0004083779,0.0002173593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374422,"about_ca_system_score_gemma":0.000243142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001457886,"about_ca_topic_score_gemma":0.0001247627,"domain_scores_codex":[0.9966885,0.0009469694,0.001054621,0.0002899167,0.000384158,0.0006357825],"domain_scores_gemma":[0.9969346,0.001306864,0.0004530473,0.0004119378,0.0006198853,0.0002736556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006711431,0.0001767517,0.8355404,0.00003289572,0.00005763977,0.000005930609,0.00516595,4.658471e-7,0.00001625039,0.01090888,0.02378963,0.1236341],"study_design_scores_gemma":[0.001318143,0.00005276795,0.8690876,0.0001282415,0.000006135031,0.000001046336,0.006805877,0.00001028688,0.0002642745,0.001649065,0.1205467,0.0001298762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554951,0.00003684127,0.00003270445,0.008970463,0.00204259,0.001303477,0.00002715772,0.00006917508,0.03202252],"genre_scores_gemma":[0.9878886,0.00004333094,0.0001135244,0.003218704,0.001232279,0.00260393,0.00001091307,0.00001730396,0.004871372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1235042,"threshold_uncertainty_score":0.9996206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2162827418406061,"score_gpt":0.5372417203334693,"score_spread":0.3209589784928631,"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."}}