{"id":"W4280531268","doi":"10.46747/cfp.6805322","title":"Excellent chronic pain guideline","year":2022,"lang":"en","type":"letter","venue":"Canadian Family Physician","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Guideline; Chronic pain; Perspective (graphical); Medicine; Alternative medicine; Family medicine; Chronic disease; Computer science; Physical therapy; Pathology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004630057,0.0007147776,0.0007487576,0.002380427,0.004896432,0.003422916,0.002376473,0.01371493,0.0259578],"category_scores_gemma":[0.03080604,0.0004809854,0.0009629494,0.002154605,0.00163277,0.002175811,0.001736261,0.01368093,0.01408348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01856671,"about_ca_system_score_gemma":0.07532204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3844497,"about_ca_topic_score_gemma":0.6916221,"domain_scores_codex":[0.9913542,0.00119235,0.0007466552,0.0004048465,0.005459615,0.0008424065],"domain_scores_gemma":[0.9760285,0.001897052,0.0005673516,0.0002875368,0.01800206,0.003217509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001930656,0.000004993144,0.00005069417,0.00002297278,8.137863e-7,0.00003825542,0.00002003706,0.000005943121,0.000009858716,0.000503777,0.9938254,0.005515415],"study_design_scores_gemma":[0.00001864868,0.000007309103,0.000562624,0.000614928,0.000006419638,0.0001851591,0.00006893341,0.00003645967,0.00001899728,0.0005943152,0.997875,0.00001134824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002626403,0.009191278,0.0005769211,0.8853776,0.02835181,0.0002029717,0.001156265,0.0001169647,0.07476358],"genre_scores_gemma":[0.006545737,0.0179757,0.006855613,0.8326375,0.02323657,0.000400061,0.004227189,0.0001644519,0.1079572],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3844497,"threshold_uncertainty_score":0.764424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1196674770003817,"score_gpt":0.3795362368333491,"score_spread":0.2598687598329674,"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."}}