{"id":"W2074478070","doi":"10.1097/ajp.0b013e318172625a","title":"Pain Assessment as Intervention","year":2008,"lang":"en","type":"article","venue":"Clinical Journal of Pain","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Regina","funders":"","keywords":"Medicine; Intervention (counseling); Physical therapy; MEDLINE; Physical medicine and rehabilitation; Psychiatry","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":[0.01707573,0.00008878228,0.000373758,0.0001123701,0.00004506015,0.00001016357,0.0001301391,0.00008279405,0.000480458],"category_scores_gemma":[0.004243806,0.00006671853,0.0005307964,0.0001053599,0.00009069724,0.00007362708,0.00003323711,0.0004734332,0.00005752334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005053951,"about_ca_system_score_gemma":0.0001074984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002987341,"about_ca_topic_score_gemma":0.000001022734,"domain_scores_codex":[0.9969602,0.001371,0.001054134,0.0001109118,0.0003578202,0.0001459429],"domain_scores_gemma":[0.9978815,0.001144371,0.0004391801,0.0001667667,0.000155466,0.0002127693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002441796,0.0009838598,0.7965045,0.00005815497,0.0002110004,0.001177448,0.00005144233,0.000003050004,0.00006702984,0.0001553105,0.1145224,0.08602158],"study_design_scores_gemma":[0.003907876,0.004333868,0.8719283,0.0004979301,0.0001423292,0.00006749767,0.0002623572,0.001479703,0.00001468804,0.001149995,0.1161054,0.0001101029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124168,0.0003491187,0.07705007,0.0056978,0.0006022939,0.0001819247,3.376222e-7,0.00002331299,0.003678325],"genre_scores_gemma":[0.9833513,0.0005531059,0.006242435,0.006331862,0.0009133369,0.000001395172,0.000003452958,0.00001223627,0.002590886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08591148,"threshold_uncertainty_score":0.591814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07421835207518666,"score_gpt":0.4358978492378503,"score_spread":0.3616794971626636,"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."}}