{"id":"W7165229376","doi":"","title":"Utility of advanced training skills among GPs: a systematic review","year":2025,"lang":"","type":"article","venue":"ResearchOnline - JCU (James Cook University)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian College of Rural and Remote Medicine","keywords":"Competence (human resources); Indigenous; Systematic review; MEDLINE; Work (physics); Needs assessment; Program evaluation; Quality (philosophy)","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":[0.01917903,0.001606627,0.01027478,0.01052033,0.0008342492,0.003666764,0.002174818,0.002255007,0.00385013],"category_scores_gemma":[0.08916447,0.001360556,0.0131484,0.0137316,0.001326234,0.003030122,0.002345365,0.001451798,0.0002327292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006355799,"about_ca_system_score_gemma":0.01905596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01186284,"about_ca_topic_score_gemma":0.02865953,"domain_scores_codex":[0.9778927,0.007507578,0.007971505,0.001747641,0.004354981,0.0005256074],"domain_scores_gemma":[0.9281757,0.05380211,0.01163107,0.001054094,0.004833757,0.0005032276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002203826,0.00001472285,0.001798702,0.9651209,0.01676686,0.00007109394,0.0002560677,0.00007689551,0.00005464218,0.0001085806,0.0005243398,0.01498685],"study_design_scores_gemma":[0.0003434457,0.0002489045,0.006828719,0.8426805,0.14324,0.0002588667,0.0004647208,0.00011455,0.0001392923,0.000225822,0.005414399,0.00004075717],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003703646,0.9927052,0.0003447106,0.0003707155,0.0001222568,0.001334737,0.001041531,0.00001551274,0.0003616745],"genre_scores_gemma":[0.07399405,0.9201092,0.001368962,0.0007457522,0.00009982242,0.003031434,0.0005092975,0.00001183478,0.0001296933],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01917903,"threshold_uncertainty_score":0.1014296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05475277865580414,"score_gpt":0.419760933667041,"score_spread":0.3650081550112369,"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."}}