{"id":"W4283731459","doi":"10.1055/a-1839-6040","title":"Physical and Technical Demands and Preparatory Strategies in Female Field Collision Sports: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"International Journal of Sports Medicine","topic":"Sports injuries and prevention","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Athletes; Context (archaeology); Inclusion (mineral); Thematic analysis; Collision; Field (mathematics); Applied psychology; Grey literature; Field hockey; Human factors and ergonomics; Psychology; Poison control; Medical education; Medicine; Computer science; Qualitative research; Political science; MEDLINE; Sociology; Social psychology; Physical therapy; Business; Advertising; Computer security; Social science; Geography","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":[0.005551336,0.001187123,0.003755522,0.009726895,0.000855431,0.003350115,0.001304085,0.002208262,0.003915017],"category_scores_gemma":[0.02382702,0.0009493058,0.003408071,0.009847773,0.0006950069,0.002246121,0.001337712,0.001033048,0.000525196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182818,"about_ca_system_score_gemma":0.00939728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008966672,"about_ca_topic_score_gemma":0.02200413,"domain_scores_codex":[0.9957671,0.001356592,0.001463957,0.0003204183,0.0009102077,0.0001816834],"domain_scores_gemma":[0.9814807,0.01456263,0.002223804,0.000194815,0.001400065,0.000137986],"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":[0.0001458219,0.00005518272,0.001646229,0.749521,0.00174817,0.000212451,0.001032897,0.0001358425,0.0002047128,0.0006716115,0.003789865,0.2408363],"study_design_scores_gemma":[0.00004240008,0.0001697944,0.008020599,0.9149856,0.008972961,0.0009122365,0.001775127,0.00006786262,0.0002241741,0.0004215891,0.0643722,0.00003553782],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007509406,0.998481,0.00006796585,0.0001392077,0.00007212516,0.00007263132,0.00006718229,0.000002142272,0.0003468042],"genre_scores_gemma":[0.003989003,0.9953485,0.0002063427,0.0001174321,0.00004377192,0.0001197239,0.00006888609,0.000001640678,0.0001046719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009726895,"threshold_uncertainty_score":0.02935863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03572497903572452,"score_gpt":0.4245124978008126,"score_spread":0.3887875187650881,"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."}}