{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00946619,0.0002670035,0.0002941127,0.001110149,0.005025082,0.008330396,0.0006315804,0.001408145,0.008285641],"category_scores_gemma":[0.03496956,0.0002099275,0.0003359684,0.0008237538,0.005753552,0.00186077,0.005381963,0.003280496,0.001113212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003646113,"about_ca_system_score_gemma":0.004882136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002132198,"about_ca_topic_score_gemma":0.005809598,"domain_scores_codex":[0.9871047,0.007984505,0.0003095991,0.0005161852,0.002167495,0.001917504],"domain_scores_gemma":[0.9605378,0.0131859,0.003793264,0.0007991029,0.002864229,0.01881976],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008689697,0.001969675,0.4790316,0.0006250555,0.000428051,0.001674999,0.1926053,0.0007394784,0.001908263,0.04532851,0.04365569,0.2311644],"study_design_scores_gemma":[0.0001753257,0.0009755691,0.548209,0.0009355157,0.0001356792,0.001865843,0.2816593,0.000977542,0.000940776,0.04544839,0.1184463,0.0002307478],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911851,0.00214084,0.001469225,0.03195928,0.000618336,0.00008320616,0.000175124,0.00003796848,0.0723309],"genre_scores_gemma":[0.993853,0.0006850322,0.0005085273,0.001689011,0.00009150049,0.00001979435,0.0000524738,0.00001654879,0.003084224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9905338,"threshold_uncertainty_score":0.0500626,"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."}}