{"id":"W2054362238","doi":"10.2218/resmedica.v268i1.1016","title":"North American Frontline Medical Care as Experienced on a Fifth Year Elective","year":2014,"lang":"en","type":"article","venue":"Res Medica","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Medicine; Health care; Medical education; Elective surgery; Family medicine; Medical school; Nursing; Medical emergency; Political science; Engineering; Surgery","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":[0.001207545,0.000381651,0.000308794,0.0007831402,0.006038921,0.003528435,0.0007048089,0.001577936,0.09031589],"category_scores_gemma":[0.003368272,0.0003663859,0.0003871864,0.0007290485,0.0007372234,0.001887876,0.003103713,0.002914752,0.01313957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003885521,"about_ca_system_score_gemma":0.009648158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01517076,"about_ca_topic_score_gemma":0.1092599,"domain_scores_codex":[0.99799,0.0002392777,0.00007132108,0.0001313939,0.0004856673,0.001082478],"domain_scores_gemma":[0.9847652,0.0000890329,0.000486095,0.0001056731,0.001240563,0.01331343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001035275,0.0005518604,0.03723666,0.0001241305,0.0000139891,0.002516233,0.00460582,0.00009975586,0.00100662,0.001739901,0.9019828,0.05001868],"study_design_scores_gemma":[0.00008170422,0.0008295134,0.1538853,0.0008976718,0.00001887972,0.006142877,0.03722765,0.0003488905,0.0004576824,0.001547122,0.7984642,0.00009853116],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.315614,0.004640646,0.00156764,0.2094295,0.03667242,0.000519986,0.003167783,0.0008043472,0.4275837],"genre_scores_gemma":[0.6498215,0.005130691,0.003077795,0.07129303,0.006968468,0.0003972348,0.002149084,0.000243975,0.2609182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09031589,"threshold_uncertainty_score":0.3021368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856598238447309,"score_gpt":0.4340598906819416,"score_spread":0.4154939082974685,"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."}}