{"id":"W2021922937","doi":"10.1007/s10459-006-9034-2","title":"Can Self-declared Personal Values be Used to Identify those with Family Medicine Career Aspirations?","year":2006,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Medical Education and Admissions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster Divinity College","funders":"","keywords":"Specialty; Declaration; Primary care; Psychology; Medical education; Family medicine; Value (mathematics); Medical school; Medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003342467,0.0004005372,0.0005668395,0.002575577,0.001085665,0.002414552,0.0005945043,0.001073577,0.00220033],"category_scores_gemma":[0.02434375,0.00018907,0.0006702927,0.002011228,0.000782521,0.001919463,0.001118645,0.001409098,0.0005865708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005085449,"about_ca_system_score_gemma":0.0009846996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003970203,"about_ca_topic_score_gemma":0.008973653,"domain_scores_codex":[0.9985626,0.0006068344,0.0001792291,0.00008001522,0.0003312966,0.000239951],"domain_scores_gemma":[0.9868342,0.003885959,0.004081139,0.0005097798,0.002277535,0.00241142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004640389,0.0001790864,0.9865032,0.00002972997,0.00003803156,0.00005791692,0.0009607446,0.00003838427,0.0000580807,0.0002209823,0.0003772019,0.01149019],"study_design_scores_gemma":[0.00001044356,0.0002608171,0.9864203,0.0001157817,0.00005603027,0.0002541662,0.009001441,0.0009261607,0.0002244751,0.001364387,0.001331505,0.00003452161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917414,0.0003359548,0.0003441487,0.001204817,0.00007431745,0.00003260394,0.0002377669,0.000006420097,0.006022525],"genre_scores_gemma":[0.9986695,0.000173634,0.0004738845,0.0001151614,0.00002201002,0.00002165976,0.0001436732,0.000001783913,0.0003787051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003970203,"threshold_uncertainty_score":0.01767683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09687181851745691,"score_gpt":0.4633539216265045,"score_spread":0.3664821031090476,"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."}}