{"id":"W1558405689","doi":"","title":"Australia's first rural medical school prepares to graduate first MDs.","year":2002,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Workforce; Legislation; Medical school; Reputation; Family medicine; Medicine; Political science; Medical education; Geography; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000889952,0.0003143636,0.0004646239,0.0001443892,0.001162083,0.00003048064,0.0006729996,0.0004329133,0.01488231],"category_scores_gemma":[0.003809299,0.0002756377,0.0001051139,0.0005649535,0.00009738185,0.0001966652,0.0003331507,0.0009879136,0.01037712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000600634,"about_ca_system_score_gemma":0.00008792675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00327702,"about_ca_topic_score_gemma":0.006489729,"domain_scores_codex":[0.9949044,0.0003015101,0.0009487271,0.0004839077,0.001123767,0.002237704],"domain_scores_gemma":[0.9951001,0.0005553515,0.0001919277,0.0006865662,0.0001763158,0.003289723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006633589,0.00009333206,0.1066595,0.0002791621,0.00002399045,0.00004496134,0.001542243,0.00001392616,8.070477e-8,0.0003133618,0.8828154,0.008147764],"study_design_scores_gemma":[0.0008455634,0.00004436005,0.365952,0.0004335768,0.0000184766,0.000009569534,0.0007268935,0.00009306194,0.000003917995,0.0001716214,0.631403,0.0002979563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8083218,0.0005550537,0.00001555968,0.1352498,0.003767227,0.006557746,0.00006366747,0.0008291678,0.04463993],"genre_scores_gemma":[0.9408202,0.0003110061,0.0001401253,0.005721105,0.0011982,0.007410084,0.00001649011,0.00004807294,0.04433477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2592925,"threshold_uncertainty_score":0.9999696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1672713620081046,"score_gpt":0.4112763526293921,"score_spread":0.2440049906212875,"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."}}