{"id":"W2955246569","doi":"10.1177/1753193419859373","title":"Influence of psychological factors on patient-reported upper extremity disability","year":2019,"lang":"en","type":"article","venue":"Journal of Hand Surgery (European Volume)","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychosocial; Medicine; Pain catastrophizing; Dash; Physical therapy; Depression (economics); Affect (linguistics); Physical disability; Chronic pain; Psychiatry; Psychology","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":[0.001224992,0.0001729354,0.0004454721,0.0005407605,0.0002747018,0.0006140911,0.0001849457,0.0003972622,0.003871516],"category_scores_gemma":[0.01002419,0.00009674735,0.000826512,0.0005644509,0.0003080128,0.0002726021,0.0003576928,0.0005085677,0.0002647624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002398364,"about_ca_system_score_gemma":0.0002728798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007942288,"about_ca_topic_score_gemma":0.002007598,"domain_scores_codex":[0.9985728,0.000568672,0.0001927705,0.00007459232,0.0004518594,0.00013928],"domain_scores_gemma":[0.9932464,0.003492693,0.001978425,0.0001439789,0.0006029755,0.0005354303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003172189,0.0001248931,0.9815906,0.0001348582,0.0002570169,0.0001006908,0.00004882479,0.00005922257,0.00007201068,0.0000227658,0.0001531876,0.01711882],"study_design_scores_gemma":[0.0000150996,0.0004942869,0.9984519,0.0000974444,0.0001008893,0.0003144251,0.00008866333,0.00008858041,0.00003389275,0.00003331988,0.0002746873,0.000006711229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869752,0.00937198,0.0001740991,0.0004143654,0.00004461671,0.00004437023,0.0003143014,0.00000438368,0.002656719],"genre_scores_gemma":[0.9987898,0.0008149489,0.00007030969,0.0000619867,0.00002152126,0.00001168846,0.0001104948,8.484761e-7,0.0001183422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003871516,"threshold_uncertainty_score":0.01295155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453243718187152,"score_gpt":0.2777959877051054,"score_spread":0.2532635505232339,"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."}}