{"id":"W2111395830","doi":"10.1097/acm.0b013e31829a3689","title":"Satisfaction, Motivation, and Future of Community Preceptors","year":2013,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Nursing education and management","field":"Nursing","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Precept; Preceptor; Incentive; Medical education; Medicine; Health care; Quarter (Canadian coin); Family medicine; Psychology; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002697591,0.00007281492,0.0001255954,0.00009614175,0.00009729607,0.000002704731,0.00007944875,0.00008124125,0.0006479445],"category_scores_gemma":[0.000183414,0.00005811478,0.000007684705,0.0001490973,0.0001461904,0.0001233819,0.00001695584,0.0003708426,0.00001195725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003245803,"about_ca_system_score_gemma":0.00000494811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009742603,"about_ca_topic_score_gemma":0.000005469708,"domain_scores_codex":[0.9993514,0.000113446,0.0002295775,0.00006839493,0.000141502,0.00009561968],"domain_scores_gemma":[0.9994274,0.0001383758,0.0001183792,0.0001639648,0.00008519303,0.00006672066],"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":[0.000009755828,0.00000903554,0.03752206,0.00008340769,0.00001248519,9.817935e-9,0.02480902,6.502642e-7,0.004220291,0.001482603,0.7395647,0.192286],"study_design_scores_gemma":[0.0004892719,0.000123061,0.8351523,0.0001208594,0.00003347805,0.00000276589,0.02037711,0.00001071314,0.0008520595,0.006084304,0.1366833,0.00007072264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255919,0.0004463054,0.00004973741,0.06778519,0.003792453,0.0002604643,4.481315e-7,0.00004589621,0.002027601],"genre_scores_gemma":[0.9953891,0.0001858407,0.00004626352,0.002465204,0.000582448,0.00001241321,0.00001159708,0.000008435833,0.001298689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7976303,"threshold_uncertainty_score":0.7094538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02578581762524868,"score_gpt":0.3096992921422083,"score_spread":0.2839134745169596,"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."}}