{"id":"W4309796917","doi":"10.1136/bjsports-2022-105918","title":"Does cardiovascular preparticipation screening cause psychological distress in athletes? A systematic review","year":2022,"lang":"en","type":"review","venue":"British Journal of Sports Medicine","topic":"Cardiovascular Effects of Exercise","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Athletes; Medicine; PsycINFO; CINAHL; MEDLINE; Physical therapy; Clinical psychology; Distress; Psychological intervention; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0101356,0.0006192908,0.01281542,0.0006091469,0.00008571021,0.00003152543,0.0004635448,0.0002922872,0.00065881],"category_scores_gemma":[0.005600926,0.0003864603,0.004578058,0.001039457,0.0001792358,0.0001368161,0.0001324881,0.001865349,0.000003538529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004281628,"about_ca_system_score_gemma":0.0001416232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007432691,"about_ca_topic_score_gemma":0.000003649038,"domain_scores_codex":[0.9904659,0.001173309,0.004121691,0.00067586,0.003055958,0.0005072857],"domain_scores_gemma":[0.995284,0.0004090899,0.002317968,0.001227834,0.0002996428,0.0004614591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002185338,0.0001048986,0.000007074996,0.4437091,0.001484178,0.04042024,0.00001716905,0.000003767701,1.4695e-8,4.456032e-7,0.0004801831,0.513751],"study_design_scores_gemma":[0.001378765,0.0001939438,0.000333954,0.7696745,0.04638439,0.06672897,0.00003450494,0.000001466343,3.186068e-8,0.00000428071,0.1149725,0.0002927161],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007123547,0.9937949,0.00008832671,0.00005908365,0.0008659432,0.004935905,0.00002297494,0.00003609708,0.0001255784],"genre_scores_gemma":[0.0001983434,0.9979264,0.0001325147,0.0001590345,0.0007775642,0.0003895153,0.0002001605,0.0001158367,0.0001006144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5134583,"threshold_uncertainty_score":0.9998587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04611027624928974,"score_gpt":0.3523204501751038,"score_spread":0.306210173925814,"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."}}