{"id":"W4281490478","doi":"10.3390/sports10060080","title":"Exploratory Systematic Review of Mixed Martial Arts: An Overview of Performance of Importance Factors with over 20,000 Athletes","year":2022,"lang":"en","type":"review","venue":"Sports","topic":"Sports injuries and prevention","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Sport Centre Pacific","funders":"","keywords":"Martial arts; Athletes; Scopus; Exploratory research; Systematic review; Psychology; Facet (psychology); Physical therapy; Psychological intervention; Population; Sports medicine; Web of science; Medicine; Applied psychology; Clinical psychology; MEDLINE; Meta-analysis; Social psychology; Psychiatry; Political science; Social science","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":[0.01630447,0.001660121,0.006300901,0.01707521,0.001037932,0.003183527,0.001765116,0.001801922,0.002416566],"category_scores_gemma":[0.07332697,0.001158808,0.006590946,0.01738534,0.001193579,0.002738171,0.002450906,0.00106862,0.0002435315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004546968,"about_ca_system_score_gemma":0.0185286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009203468,"about_ca_topic_score_gemma":0.03130203,"domain_scores_codex":[0.9815826,0.005743529,0.008288574,0.001231353,0.002682918,0.000471089],"domain_scores_gemma":[0.9497594,0.03856484,0.006853031,0.0009672293,0.00346548,0.0003901484],"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":[0.0001205349,0.00001589129,0.00213226,0.9580167,0.008370174,0.0001757353,0.0007482924,0.00007406325,0.0001914255,0.0002827801,0.0009997013,0.02887241],"study_design_scores_gemma":[0.00007746421,0.0001741245,0.007064513,0.925612,0.05326151,0.000401726,0.0009673704,0.0000496834,0.0001707104,0.0002453005,0.01194752,0.00002807505],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004082585,0.992637,0.0004542478,0.0003601614,0.0001245429,0.0008460223,0.001034,0.0000132408,0.0004479856],"genre_scores_gemma":[0.04295799,0.9511871,0.001926877,0.0006978222,0.00009948295,0.002320068,0.0006519195,0.00001149027,0.0001473286],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01707521,"threshold_uncertainty_score":0.08622736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07287436501470244,"score_gpt":0.3407535043927416,"score_spread":0.2678791393780391,"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."}}