{"id":"W7008848977","doi":"","title":"Collaborative Rehabilitation Therapy: A Novel Telehealth Delivery and Learning System","year":2023,"lang":"en","type":"article","venue":"The Medicine Forum","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Rehabilitation; Cognition; Cognitive rehabilitation therapy; Acquired brain injury; Traumatic brain injury; Telemedicine; Presentation (obstetrics)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00146707,0.0001320258,0.0003204085,0.0002243666,0.0002933215,0.000008276634,0.00005278994,0.00006373707,0.00002396595],"category_scores_gemma":[0.0009942579,0.00007139884,0.000051113,0.0008078063,0.0002985157,0.0000554001,0.00002814181,0.0002740189,0.00004349017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009204849,"about_ca_system_score_gemma":0.0001124692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000112248,"about_ca_topic_score_gemma":0.000009776937,"domain_scores_codex":[0.9986957,0.0002236279,0.00028998,0.0002145079,0.0003206244,0.0002555729],"domain_scores_gemma":[0.9975544,0.001823398,0.000105518,0.0001995145,0.0002063183,0.0001109114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003679658,0.0004360466,0.3579928,0.00364822,0.0008486772,0.00005684648,0.1292401,0.000463689,0.06020347,0.02401182,0.1338991,0.2855195],"study_design_scores_gemma":[0.0080863,0.007265623,0.514605,0.001390561,0.0001138414,0.0001374029,0.3165068,0.006893087,0.0001399717,0.0002126235,0.1444122,0.0002364892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374417,0.001402066,0.0002254377,0.05700961,0.0004302441,0.001017984,0.000004999635,0.0002761929,0.002191779],"genre_scores_gemma":[0.9961907,0.0005337034,0.0003258747,0.0008631027,0.0002589159,0.00007921347,0.00002436021,0.00002368287,0.001700419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.285283,"threshold_uncertainty_score":0.291156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323507897770696,"score_gpt":0.2884045250202757,"score_spread":0.2751694460425687,"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."}}