{"id":"W7100775698","doi":"","title":"pattern included SF-36 Mental Health Composite Score (P &amp;lt;.0004), McGill Pain Questionnaire pain (P &amp;lt;.01), Coping Strategies Questionnaire Catastrophizing (P &amp;lt;.0006), Treatment Outcomes in Pain Survey Total Pain Experience (P &amp;lt;.03), and Perceived Family/So","year":2015,"lang":"en","type":"article","venue":"","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coping (psychology); McGill Pain Questionnaire; Mental health; Pain catastrophizing; Cognition; Chronic pain; Questionnaire; Cognitive therapy","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0184201,0.001501031,0.001642958,0.0009624047,0.001937153,0.00162592,0.001314002,0.00040573,0.00005633754],"category_scores_gemma":[0.001212376,0.00134927,0.0002762764,0.001437648,0.0003956369,0.002673993,0.0006362822,0.0005666371,0.0002388747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003616927,"about_ca_system_score_gemma":0.001911755,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01755929,"about_ca_topic_score_gemma":0.05824134,"domain_scores_codex":[0.9817175,0.009674934,0.003055428,0.001848477,0.001884401,0.001819317],"domain_scores_gemma":[0.9942498,0.0008469661,0.001209559,0.001631305,0.0007381919,0.001324238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00024458,0.002576458,0.5540675,0.001003276,0.0005427353,0.00003581789,0.2601856,0.002571237,0.001768155,0.001775758,0.03286913,0.1423598],"study_design_scores_gemma":[0.00844429,0.001490356,0.8435696,0.005221776,0.00006039291,0.0003676891,0.0248736,0.02161776,0.00007691071,0.0002906012,0.08802676,0.005960251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5578128,0.001498695,0.4312223,0.004259818,0.001415469,0.002508152,0.000200707,0.0009128674,0.0001691677],"genre_scores_gemma":[0.967696,0.0001790424,0.02340497,0.005294394,0.0001461614,0.0007014259,0.00176513,0.00009480826,0.000718128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4098832,"threshold_uncertainty_score":0.9997739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06078866880422223,"score_gpt":0.3095639130632815,"score_spread":0.2487752442590593,"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."}}