{"id":"W2402201187","doi":"10.1111/1742-6723.12606","title":"Potential role for psychological skills training in emergency medicine: Part 1 ‐ Introduction and background","year":2016,"lang":"en","type":"review","venue":"Emergency Medicine Australasia","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Dartmouth College","keywords":"Medicine; Training (meteorology); Medical education; Athletes; Relaxation (psychology); Cognition; Physical therapy; Psychiatry","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002018768,0.001018693,0.003971378,0.0005825885,0.000130333,0.000004535323,0.0003240024,0.001027289,0.02434454],"category_scores_gemma":[0.02441535,0.0006214412,0.0006605221,0.0008239905,0.0005190032,0.0001107092,0.00007403691,0.001056871,0.0001082219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385945,"about_ca_system_score_gemma":0.000191512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005364059,"about_ca_topic_score_gemma":0.0000182479,"domain_scores_codex":[0.992402,0.000284545,0.003813972,0.00171329,0.0007100788,0.001076163],"domain_scores_gemma":[0.9952193,0.001950797,0.0009397292,0.0008560916,0.0002483916,0.0007856734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009575388,0.0003306192,0.0003030046,0.002884371,0.0002508267,0.00003843751,0.0002972893,2.229821e-7,0.000009843095,0.0003957375,0.2631637,0.7322302],"study_design_scores_gemma":[0.002987816,0.002199179,0.001533484,0.04206286,0.002315023,0.0003563536,0.0004070979,0.000004056999,3.581838e-7,0.001903059,0.9456289,0.0006018301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009678834,0.9716091,0.0001847666,0.006331018,0.01493885,0.002415443,0.00006090492,0.0001309621,0.003361135],"genre_scores_gemma":[0.0002856243,0.9574446,0.000148729,0.0000485516,0.02356862,0.0004716679,0.0006166251,0.0001285918,0.01728697],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7316284,"threshold_uncertainty_score":0.9996237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047516442232413,"score_gpt":0.4495353064551078,"score_spread":0.3447836622318665,"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."}}