{"id":"W2308053367","doi":"","title":"Giving curriculum planners an edge: using entrance surveys to design family medicine education.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Diversity and Career in Medicine","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Association of Occupational Therapists; Lakehead University; South Health Campus; University of Alberta; Université de Montréal; Bruyère; Queen's University; NOSM University; College of Family Physicians of Canada","funders":"","keywords":"Curriculum; Family medicine; Medicine; Medical school; Medical education; MEDLINE; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03102197,0.0006134029,0.0004513489,0.002495939,0.001127775,0.001076151,0.0008543883,0.0006995932,0.00309164],"category_scores_gemma":[0.07855282,0.0005734147,0.0004387652,0.002161305,0.0007668096,0.001961929,0.001991885,0.000870971,0.0008805954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004991327,"about_ca_system_score_gemma":0.01164053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03984579,"about_ca_topic_score_gemma":0.07494336,"domain_scores_codex":[0.9875687,0.008982717,0.0008616589,0.0004921623,0.001213532,0.0008812554],"domain_scores_gemma":[0.961831,0.01531912,0.008708357,0.002404123,0.007862128,0.003875249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001507413,0.003063171,0.6347595,0.0009032425,0.0001471329,0.0001188247,0.01187686,0.001107507,0.001806761,0.0007065593,0.009158209,0.3348447],"study_design_scores_gemma":[0.0007732378,0.009023254,0.9626301,0.0003457128,0.00008849137,0.0000284181,0.009980015,0.002492599,0.001417543,0.0005724839,0.01258626,0.00006193751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429117,0.0003093274,0.01204087,0.001024873,0.0001177039,0.03546276,0.002355598,0.0003542684,0.005422923],"genre_scores_gemma":[0.8876314,0.0004027913,0.05301699,0.001042377,0.00005706479,0.0527727,0.002526059,0.000040326,0.002510333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03984579,"threshold_uncertainty_score":0.1640618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2000753908121304,"score_gpt":0.346621314111287,"score_spread":0.1465459232991566,"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."}}