{"id":"W4415225719","doi":"10.1097/phm.0000000000002857","title":"Para Rowing Virtual Classification","year":2025,"lang":"en","type":"article","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"Sports Performance and Training","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; University of British Columbia","funders":"","keywords":"Rowing; Virtual reality; MEDLINE; Training (meteorology)","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":[0.002973576,0.0004981053,0.000268459,0.000679376,0.001656745,0.00145052,0.001082728,0.0004526972,0.01971067],"category_scores_gemma":[0.008656969,0.0002360942,0.0002780861,0.000385382,0.000717646,0.001380039,0.002620634,0.0005897617,0.005146792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005145769,"about_ca_system_score_gemma":0.001499344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00205509,"about_ca_topic_score_gemma":0.005557916,"domain_scores_codex":[0.9978529,0.001055641,0.0001159868,0.0003082086,0.0003746492,0.0002926248],"domain_scores_gemma":[0.9938258,0.001706418,0.0009745201,0.0008463665,0.001396776,0.001250083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001300449,0.001542958,0.265164,0.0006065086,0.00005155982,0.001090625,0.01557774,0.002164505,0.008532038,0.002194042,0.03688955,0.6648861],"study_design_scores_gemma":[0.0002333026,0.008090304,0.6025205,0.001823955,0.0001623464,0.006795808,0.04920488,0.02745942,0.01283377,0.006091485,0.284456,0.0003282565],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.878971,0.000403769,0.04055009,0.001377372,0.0002953519,0.0008130047,0.0008944229,0.001702069,0.0749928],"genre_scores_gemma":[0.9599976,0.0002229385,0.02602755,0.0003421023,0.00006101725,0.0003951807,0.0005588855,0.0001020033,0.01229277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01971067,"threshold_uncertainty_score":0.06593871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436463405946824,"score_gpt":0.3464773548154225,"score_spread":0.3321127207559543,"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."}}