{"id":"W4413236596","doi":"10.1080/21679169.2025.2544920","title":"Psychosocial determinants of wellbeing and discordance between a virtual-based functional outcome and actual performance","year":2025,"lang":"en","type":"article","venue":"European Journal of Physiotherapy","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Psychosocial; Psychology; Outcome (game theory); Clinical psychology; Psychotherapist","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004417355,0.00009213767,0.0002754161,0.0001151453,0.00005623202,0.000009422726,0.00004461881,0.00001556671,0.00001192674],"category_scores_gemma":[0.00004421347,0.00006628218,0.00008683102,0.00009555983,0.0001353679,0.00008603381,0.000009105147,0.000132861,7.013809e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001428605,"about_ca_system_score_gemma":0.00003749281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001084465,"about_ca_topic_score_gemma":3.831626e-7,"domain_scores_codex":[0.9991381,0.0001320445,0.0003930348,0.00009651698,0.0001593397,0.00008102764],"domain_scores_gemma":[0.9994395,0.0001247637,0.0002277136,0.00007780716,0.00007476631,0.00005542947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007250225,0.0001006554,0.7766964,0.0005212094,0.00007586963,0.000003185743,0.000320939,0.00001493232,0.1098575,0.00002451452,0.00009502464,0.1115647],"study_design_scores_gemma":[0.002529983,0.001135372,0.9941205,0.0006285196,0.00002541646,0.000002509891,0.00006954512,0.0001201313,0.00104817,0.00002419712,0.0002394886,0.00005609886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968559,0.000185306,0.002141269,0.0003913882,0.0001390612,0.0000877183,0.000001380501,0.00000438789,0.0001936205],"genre_scores_gemma":[0.9982087,0.00007097435,0.001139063,0.0002027769,0.000208142,3.372348e-7,7.772409e-7,0.00001225944,0.0001569856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2174242,"threshold_uncertainty_score":0.2702909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425809636892388,"score_gpt":0.3163154183794445,"score_spread":0.3020573220105206,"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."}}