{"id":"W2488641603","doi":"10.12688/f1000research.9026.1","title":"Personal values influencing career path in academic medicine","year":2016,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; University of Toronto","funders":"University of Alberta","keywords":"Mentorship; Academic medicine; Career path; Autonomy; Career Pathways; Medical education; Value (mathematics); Career development; Psychology; Medicine; Management; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01075142,0.0004512276,0.001133894,0.001473165,0.000117339,0.00002678256,0.0007576031,0.00125704,0.002477416],"category_scores_gemma":[0.09530439,0.0002908493,0.0001558827,0.0006170509,0.0009892898,0.0001119784,0.00138011,0.008636079,0.0004564804],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002093777,"about_ca_system_score_gemma":0.02240282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001722091,"about_ca_topic_score_gemma":0.0000352781,"domain_scores_codex":[0.9887819,0.0006944626,0.0009778312,0.0009996571,0.00531637,0.003229782],"domain_scores_gemma":[0.9871988,0.001607004,0.0001308944,0.0008597159,0.0007995046,0.009404136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00298645,0.0002894505,0.2139341,0.01326893,0.000265083,0.005023411,0.01851933,0.000003049648,0.01801462,0.0005324222,0.5410841,0.1860791],"study_design_scores_gemma":[0.02563727,0.005764016,0.5385293,0.09808001,0.0002305974,0.000479747,0.006256695,0.004625632,0.002659194,0.03599222,0.2795105,0.002234756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7596416,0.01283896,0.0002634327,0.1919052,0.0008110955,0.003980681,0.0001410198,0.0002292604,0.03018873],"genre_scores_gemma":[0.9665535,0.01006017,0.0001498416,0.007642388,0.00408284,0.000408364,0.0001584147,0.0001437622,0.01080069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3245952,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3830688524047071,"score_gpt":0.5385830043722496,"score_spread":0.1555141519675425,"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."}}