{"id":"W4388486244","doi":"10.1016/j.psychsport.2023.102556","title":"Martial arts, combat sports, and mental health in adults: A systematic review","year":2023,"lang":"en","type":"review","venue":"Psychology of sport and exercise","topic":"Martial Arts: Techniques, Psychology, and Education","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Erasmus+; European Commission","keywords":"Psychology; Martial arts; Scopus; Cognition; Mental health; Association (psychology); Clinical psychology; Developmental psychology; MEDLINE; Psychotherapist; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003705091,0.001192009,0.006223799,0.007182242,0.000519292,0.002017818,0.001297855,0.001657352,0.003456684],"category_scores_gemma":[0.01845634,0.000807167,0.005310994,0.00827569,0.000579044,0.001482424,0.001285805,0.0009072799,0.0002340457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002117426,"about_ca_system_score_gemma":0.008215414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01129006,"about_ca_topic_score_gemma":0.03261553,"domain_scores_codex":[0.9969974,0.0008460005,0.001225298,0.0002682037,0.0005532675,0.0001098849],"domain_scores_gemma":[0.9873689,0.009398218,0.002149695,0.0001510908,0.0007542425,0.0001778091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001277304,0.00001509078,0.0007530925,0.9594595,0.004954828,0.00008057127,0.0001511666,0.00006428776,0.0000908202,0.0001177098,0.0009772127,0.03320794],"study_design_scores_gemma":[0.0001588607,0.0002027483,0.006272261,0.9226884,0.05503339,0.0004029502,0.0002599802,0.00008474059,0.0001072623,0.0001984298,0.01456159,0.00002932022],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009694036,0.9982129,0.00007543763,0.0001149269,0.00004649856,0.0001653808,0.0002500019,0.000005479275,0.0001598603],"genre_scores_gemma":[0.01028007,0.9884896,0.0003594688,0.0002562247,0.00004558276,0.0003269077,0.0001545016,0.000002772977,0.00008496448],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01129006,"threshold_uncertainty_score":0.02244872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05041506348677911,"score_gpt":0.4280520823695377,"score_spread":0.3776370188827586,"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."}}