{"id":"W4213238349","doi":"10.1186/s40798-021-00405-8","title":"Characteristics of Complex Systems in Sports Injury Rehabilitation: Examples and Implications for Practice","year":2022,"lang":"en","type":"review","venue":"Sports Medicine - Open","topic":"Sports injuries and prevention","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Victoria University","keywords":"Acknowledgement; Rehabilitation; Relevance (law); Athletes; Computer science; Complex system; Anterior cruciate ligament; Psychology; Complex adaptive system; Applied psychology; Medicine; Artificial intelligence; Physical therapy; Computer security; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003271099,0.0003687291,0.002925825,0.0004225283,0.0001148838,0.00002217531,0.0002836437,0.0001898059,0.001011173],"category_scores_gemma":[0.001344781,0.0003008159,0.0001734784,0.0005171669,0.0002043979,0.0001875174,0.0002302381,0.0003519933,4.774195e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595919,"about_ca_system_score_gemma":0.0005560957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006165899,"about_ca_topic_score_gemma":0.000006926381,"domain_scores_codex":[0.9964206,0.0001372454,0.002143151,0.0006159909,0.0004332443,0.0002497386],"domain_scores_gemma":[0.9956263,0.001116542,0.00201109,0.0008571247,0.0002346898,0.0001543089],"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":[0.000205287,0.000218527,0.003668479,0.02756672,0.00007445611,0.00002293748,0.0003383339,8.765852e-8,4.086442e-7,0.003868039,0.0067076,0.9573292],"study_design_scores_gemma":[0.0005990239,0.0006585154,0.05488756,0.01620178,0.001877453,0.0002525181,0.0007900335,0.000001382754,1.14617e-8,0.0002224471,0.9242865,0.0002227441],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002010849,0.9833053,0.00003495853,0.001647521,0.0007517217,0.01015367,0.000467779,0.00002926362,0.003408674],"genre_scores_gemma":[0.0007723187,0.9901524,0.001592865,0.0001789183,0.0003655982,0.001477005,0.004686305,0.000077151,0.000697475],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9571064,"threshold_uncertainty_score":0.9999444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1040492792302516,"score_gpt":0.4374326015696167,"score_spread":0.3333833223393651,"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."}}