{"id":"W7161968625","doi":"10.82308/6872","title":"Integrating individuals with chronic pain in health professions education: assessing current involvement practices and achieving consensus on target content for pain education","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Pain Management and Opioid Use","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health professions; Pain management; Continuing education; Work environment","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05007774,0.0003596615,0.0008768293,0.002969931,0.003597419,0.004308338,0.002342993,0.001928409,0.003317812],"category_scores_gemma":[0.08026318,0.0004970806,0.000940368,0.002111255,0.002556778,0.004440801,0.01120195,0.002693076,0.0006972671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006165219,"about_ca_system_score_gemma":0.02372057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01057592,"about_ca_topic_score_gemma":0.02439067,"domain_scores_codex":[0.9711248,0.01412317,0.003724436,0.00141974,0.007142271,0.002465637],"domain_scores_gemma":[0.9574981,0.01457111,0.006651403,0.001455556,0.01529454,0.00452934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00032965,0.001063453,0.3175668,0.005297726,0.0001601193,0.0003193098,0.2488737,0.0002559829,0.002095668,0.00253643,0.006124066,0.4153771],"study_design_scores_gemma":[0.0002538593,0.001255083,0.4386996,0.01898641,0.0004134802,0.0009940172,0.4684258,0.002374129,0.00231832,0.007125049,0.05897401,0.0001803394],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9304667,0.007819623,0.01335844,0.02647357,0.0005461187,0.002383611,0.0003196099,0.0001075702,0.01852469],"genre_scores_gemma":[0.9503042,0.006343933,0.03303539,0.003931487,0.0001204287,0.003036071,0.0004584744,0.00004673794,0.002723231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05007774,"threshold_uncertainty_score":0.2648395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06772125209788596,"score_gpt":0.4174158918553134,"score_spread":0.3496946397574274,"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."}}