{"id":"W3045955247","doi":"10.1111/pan.13978","title":"Pediatric anesthesia training to early career stage: Opportunities for firm foundations","year":2020,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Mentorship; Medicine; Foundation (evidence); Career development; Medical education; Psychosocial","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005765069,0.0003449095,0.0004002624,0.0002688392,0.0002691124,0.00009683615,0.0005033745,0.0002189626,0.0005800917],"category_scores_gemma":[0.0001620628,0.0003569814,0.0001426405,0.0006290926,0.00002761762,0.0001476954,0.0000346224,0.000276587,0.0005329356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006524472,"about_ca_system_score_gemma":0.0002838734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003890892,"about_ca_topic_score_gemma":5.751475e-7,"domain_scores_codex":[0.9974118,0.0001054657,0.0005964496,0.000648478,0.0004125013,0.0008252701],"domain_scores_gemma":[0.9983087,0.000360799,0.0002150425,0.000303384,0.0001375518,0.00067453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004168012,0.0002988785,0.382113,0.0004728298,0.0001780063,0.00157143,0.1271408,0.0001489584,0.0000185581,0.01971455,0.4414411,0.02648509],"study_design_scores_gemma":[0.00119676,0.0005786789,0.120841,0.000007734922,0.0003323596,0.0001146062,0.00922648,0.00003115159,0.000006716215,0.0001030219,0.8666108,0.0009507445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794545,0.0005466942,0.002186632,0.01439794,0.0004629695,0.0008735177,0.00001574902,0.0003662609,0.001695762],"genre_scores_gemma":[0.9673795,0.0001544835,0.004357172,0.006330714,0.00591282,0.0006308791,0.00008382812,0.0001425304,0.01500809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4251697,"threshold_uncertainty_score":0.9998882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1880497072879735,"score_gpt":0.3272761504974244,"score_spread":0.1392264432094509,"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."}}