{"id":"W4408541569","doi":"10.1016/j.arrct.2025.100445","title":"Quantifying At-Home Physiotherapy Participation: SPARS vs Self-Reported Diaries","year":2025,"lang":"en","type":"article","venue":"Archives of Rehabilitation Research and Clinical Translation","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Arthritis Research Centre of Canada; University of Toronto; Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Workplace Safety and Insurance Board","keywords":"Physical therapy; Physical medicine and rehabilitation; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00161611,0.0001004586,0.0003430007,0.0003508063,0.0002091034,0.00001362508,0.00005235825,0.00007282989,0.00006354048],"category_scores_gemma":[0.0009055692,0.00008780068,0.000110801,0.0004260124,0.000576515,0.0001180215,0.00002021877,0.0002513413,0.000003834432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002447531,"about_ca_system_score_gemma":0.0001997531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008139088,"about_ca_topic_score_gemma":0.0001758781,"domain_scores_codex":[0.997478,0.0004668105,0.001022421,0.0003369167,0.0004282287,0.0002675934],"domain_scores_gemma":[0.9909428,0.00827454,0.0001453535,0.0002517965,0.0002270602,0.0001583962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002299104,0.0004646057,0.769682,0.0006425608,0.0001659587,0.000001176297,0.001824199,0.000002380019,0.001294183,0.002582123,0.0002153839,0.2208263],"study_design_scores_gemma":[0.004267161,0.00309278,0.9764698,0.0001962667,0.00007393286,9.475565e-7,0.000479488,0.001973472,0.0003715712,0.008603404,0.004405846,0.00006530388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804683,0.0004245358,0.002152156,0.01484996,0.00008493928,0.001033474,0.00000724472,0.00005517439,0.0009242699],"genre_scores_gemma":[0.9808555,0.001110047,0.0174897,0.0001824989,0.00006421827,0.00006880212,0.00009693163,0.00001005282,0.0001222558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.220761,"threshold_uncertainty_score":0.3580408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1904137487632213,"score_gpt":0.5497249332135257,"score_spread":0.3593111844503044,"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."}}