{"id":"W2080100236","doi":"10.2310/6640.2003.35217","title":"Development and Cross-validation of the P4: A Self-Report Pain Intensity Measure","year":2003,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Intensity (physics); Computer science; Physical medicine and rehabilitation; Physical therapy; Medicine; Data mining; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005231582,0.00007436144,0.0001335273,0.00001766676,0.0000694461,0.00000510354,0.00002708888,0.00002689371,0.0000245487],"category_scores_gemma":[0.0001477007,0.00004732571,0.00003405946,0.0001167292,0.00003917188,0.0000217927,0.00000464556,0.0000571071,1.723715e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383727,"about_ca_system_score_gemma":0.0008116581,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0377913,"about_ca_topic_score_gemma":0.03437954,"domain_scores_codex":[0.9992446,0.00008496536,0.0001780928,0.0001228903,0.0002829304,0.00008651747],"domain_scores_gemma":[0.9994981,0.00004438798,0.00007964249,0.0001762059,0.0001531623,0.00004850432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000182969,0.000381716,0.5255038,0.001910573,0.000500011,0.00001241105,0.004426195,0.00004046465,0.4438119,0.0006877366,0.003600151,0.01894206],"study_design_scores_gemma":[0.0009619367,0.00006266026,0.8330093,0.0001551643,0.0000153055,0.00001582058,0.0002806294,0.00009214822,0.1321226,0.0001226692,0.03301512,0.0001466177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998485,0.00008128253,0.0001140299,0.0004584368,0.0001138852,0.0002614491,6.151766e-7,0.00001018754,0.0004751729],"genre_scores_gemma":[0.9979274,0.000003753652,0.001160089,0.0006318379,0.00001858174,0.00000774171,0.00000359843,0.000008303813,0.0002386424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3116893,"threshold_uncertainty_score":0.9832405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007494296079331927,"score_gpt":0.2615063836257777,"score_spread":0.2540120875464458,"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."}}