{"id":"W4296204895","doi":"10.1016/j.pmn.2022.08.007","title":"The Need to Say More: A Qualitative Analysis of Added Free Text to Chronic Pain Patient Intake Packages","year":2022,"lang":"en","type":"article","venue":"Pain Management Nursing","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research; University of Manitoba","keywords":"Chronic pain; Psychosocial; Medicine; Thematic analysis; Text messaging; Qualitative research; Family medicine; Psychology; Physical therapy; Psychiatry; Sociology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03610521,0.0007564916,0.001349013,0.003994539,0.01284399,0.008483213,0.003134048,0.002671116,0.007257801],"category_scores_gemma":[0.1511787,0.001112114,0.0006855185,0.005170811,0.01074515,0.007745122,0.01186633,0.005006164,0.0007885483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01506303,"about_ca_system_score_gemma":0.01283758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0103993,"about_ca_topic_score_gemma":0.01614221,"domain_scores_codex":[0.9452939,0.04225563,0.001985895,0.001972832,0.005222477,0.003269207],"domain_scores_gemma":[0.7666664,0.2017121,0.008241091,0.003197753,0.01692097,0.003261618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006716587,0.00004247215,0.001047038,0.0002052837,0.000002897867,0.00011949,0.994389,0.00001692699,0.0003508129,0.0003776244,0.0003569348,0.003024393],"study_design_scores_gemma":[0.00001621698,0.00007050854,0.002738939,0.0002914852,0.000008929037,0.00006459648,0.9911527,0.0001204106,0.0003696505,0.0003989494,0.004742676,0.00002490369],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762493,0.0002984025,0.006303553,0.004585145,0.0001850909,0.001726143,0.0006270618,0.00008372094,0.009941568],"genre_scores_gemma":[0.9806181,0.0003644238,0.006596013,0.002602415,0.00006851485,0.002930979,0.0004551926,0.000237163,0.006127235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03610521,"threshold_uncertainty_score":0.1909449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01106919970318979,"score_gpt":0.322755645933163,"score_spread":0.3116864462299732,"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."}}