{"id":"W7104289563","doi":"10.14288/hfjc.v18i2","title":"The Health & Fitness Journal of Canada, Vol. 18 No. 2 (2025)","year":2025,"lang":"en","type":"article","venue":"Open Collections","topic":"Sports injuries and prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"MEDLINE; Public health; Selection (genetic algorithm); Government (linguistics); Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000612364,0.0003180499,0.0003212448,0.001425247,0.003523218,0.003638181,0.0007435115,0.002308803,0.2734303],"category_scores_gemma":[0.002328544,0.000414871,0.000338207,0.001195631,0.0008368946,0.0005189783,0.001095694,0.001818951,0.06275668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01150339,"about_ca_system_score_gemma":0.04620779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9100769,"about_ca_topic_score_gemma":0.9754341,"domain_scores_codex":[0.9989723,0.0000242872,0.00004141057,0.00006365606,0.0006262546,0.000272049],"domain_scores_gemma":[0.9962599,0.0001471576,0.00006924074,0.00007065267,0.001994508,0.001458494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004451859,0.00008080209,0.007762915,0.0001054245,0.000008239755,0.00009752135,0.0000831448,0.000076541,0.0004270969,0.000979468,0.9480352,0.04229911],"study_design_scores_gemma":[0.00002238908,0.00003535772,0.07471084,0.0002788707,0.00001098331,0.00009172067,0.0005367444,0.0002774401,0.0003914252,0.0002966857,0.9233249,0.00002270809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02891593,0.007786047,0.0006206068,0.03999775,0.01153065,0.0004388228,0.02464767,0.0006454601,0.8854171],"genre_scores_gemma":[0.02251734,0.001813073,0.0005299486,0.007454816,0.0004807044,0.00003949439,0.003909166,0.00006600757,0.9631894],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2734303,"threshold_uncertainty_score":0.9147154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859701843965883,"score_gpt":0.3321826731229131,"score_spread":0.3135856546832543,"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."}}