{"id":"W2892572364","doi":"10.1016/j.apmr.2018.09.111","title":"The Importance of Voluntary Behavior in Rehabilitation Treatment and Outcomes","year":2018,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Patient-Centered Outcomes Research Institute","keywords":"Rehabilitation; Meaning (existential); Selection (genetic algorithm); Psychology; Physical medicine and rehabilitation; Volition (linguistics); Control (management); Applied psychology; Physical therapy; Psychotherapist; Medicine; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005118457,0.0002156079,0.0004985218,0.00102928,0.001163282,0.002200015,0.000658037,0.0006987866,0.001754475],"category_scores_gemma":[0.02674879,0.0001864438,0.0004671886,0.0007999769,0.001040254,0.001185127,0.001240768,0.001158152,0.0001769976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462212,"about_ca_system_score_gemma":0.002740423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004982064,"about_ca_topic_score_gemma":0.01303936,"domain_scores_codex":[0.9950939,0.002332413,0.0005425412,0.0002953777,0.001215297,0.0005204293],"domain_scores_gemma":[0.9833598,0.009105486,0.003550041,0.0007761226,0.001346442,0.001862065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008133396,0.002072133,0.8267615,0.0002006515,0.0003532544,0.0001444803,0.001314395,0.0005614657,0.0007303979,0.003148339,0.0004655045,0.1634346],"study_design_scores_gemma":[0.00002077523,0.000281786,0.9945138,0.0001300138,0.00007351569,0.0001501411,0.0006522363,0.0007339338,0.0001475735,0.002582704,0.0007013846,0.00001219349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816014,0.003049071,0.001317152,0.001709836,0.000111732,0.00006825534,0.000117341,0.00002241611,0.01200275],"genre_scores_gemma":[0.9988742,0.0002437067,0.0003166158,0.00008231376,0.00002636105,0.00002066801,0.00004610339,0.000008459433,0.0003815593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005118457,"threshold_uncertainty_score":0.02706933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015182139790332,"score_gpt":0.3150614273267434,"score_spread":0.30490960592884,"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."}}