{"id":"W4392167283","doi":"10.3389/fpain.2024.1291101","title":"Where we live matters: a comparison of chronic pain treatment between remote and non-remote regions of Quebec, Canada","year":2024,"lang":"en","type":"article","venue":"Frontiers in Pain Research","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Montréal; Centre Hospitalier de l’Université de Montréal; The Quebec Population Health Research Network; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Medicine; Residence; Polypharmacy; Chronic pain; Socioeconomic status; Rurality; Activities of daily living; Health care; Physical therapy; Rural area; Demography; Environmental health; Population; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003586763,0.0001517725,0.0005528301,0.000476795,0.00005278212,0.00001492052,0.0001070119,0.0001305973,0.00003233913],"category_scores_gemma":[0.0004070316,0.0001209116,0.00009525735,0.000561209,0.000389697,0.00004244707,0.00004189323,0.0003927272,0.000001818803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408429,"about_ca_system_score_gemma":0.001336457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5617284,"about_ca_topic_score_gemma":0.6905088,"domain_scores_codex":[0.9968954,0.001322599,0.0004649802,0.0003450234,0.0005910789,0.0003809375],"domain_scores_gemma":[0.9977548,0.001555727,0.00005461008,0.0003543232,0.0001196731,0.0001608911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001382319,0.0001554968,0.09495497,0.01535655,0.0003386617,0.00003954343,0.006384044,0.00002870511,0.00111528,0.00001767061,0.3570651,0.5244057],"study_design_scores_gemma":[0.005373949,0.009353835,0.2121394,0.04284937,0.0002508472,0.000003309066,0.07516069,0.4969158,0.001433603,0.002903734,0.1528027,0.0008127578],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7268689,0.1112823,0.05752676,0.09795394,0.0006614525,0.00477529,0.00007256593,0.00006869198,0.0007901443],"genre_scores_gemma":[0.9894438,0.002050417,0.004648412,0.00004599069,0.0001431661,0.00001339507,0.00004241658,0.00003236167,0.003580087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5235929,"threshold_uncertainty_score":0.4930632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0353953337776968,"score_gpt":0.3547774186849039,"score_spread":0.3193820849072071,"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."}}