{"id":"W2336266935","doi":"10.1097/j.pain.0000000000000502","title":"Pain intensity rating training","year":2016,"lang":"en","type":"article","venue":"Pain","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Smiths Detection (Canada)","funders":"U.S. Food and Drug Administration","keywords":"Physical therapy; Analgesic; Medicine; Clinical trial; Physical medicine and rehabilitation; Rating scale; Psychology; Anesthesia","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":[0.007972244,0.00007963408,0.0001493596,0.0000558784,0.00004901049,0.000008860037,0.00005059465,0.00003321464,0.0001855296],"category_scores_gemma":[0.00516208,0.00005045201,0.00005390093,0.00008141693,0.00003195302,0.00003938948,0.00002663555,0.00006195434,0.00008407971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000329187,"about_ca_system_score_gemma":0.00001839261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007658308,"about_ca_topic_score_gemma":0.000005388458,"domain_scores_codex":[0.9990345,0.0003481286,0.0001321727,0.0001515807,0.0001238954,0.0002097394],"domain_scores_gemma":[0.9989446,0.0007375716,0.00003556323,0.0001724969,0.00003317597,0.0000765927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005184721,0.00002976168,0.2133264,0.00005456494,0.00004224966,0.0000603326,0.001003827,2.656601e-7,0.01398353,0.0004003053,0.02969285,0.741354],"study_design_scores_gemma":[0.006880105,0.0009527444,0.4548878,0.002826507,0.000209559,0.00001015348,0.008833176,0.03775018,0.003828131,0.00612116,0.4765655,0.001134923],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3770435,0.0001451279,0.580589,0.02054199,0.0002449391,0.0004940881,0.000001723911,0.0004419378,0.02049777],"genre_scores_gemma":[0.987141,0.000009610712,0.002711105,0.005541172,0.0002474032,0.000008506301,0.000003399478,0.00001238222,0.004325382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7402192,"threshold_uncertainty_score":0.6179865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03665644529439684,"score_gpt":0.2647958969916704,"score_spread":0.2281394516972736,"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."}}