{"id":"W4417516132","doi":"10.1016/j.jclinepi.2025.112115","title":"The use of guidelines in multimorbidity-related practice: an exploratory questionnaire survey","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sample (material); Exploratory research; Questionnaire; MEDLINE; Computer-assisted web interviewing; Public health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.005179808,0.0002177351,0.0004183999,0.001959396,0.0009491777,0.001235997,0.0004302256,0.001127809,0.001775188],"category_scores_gemma":[0.01532027,0.000505392,0.0007378134,0.001814052,0.0005157298,0.001553634,0.001371506,0.001211789,0.0004851431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009402972,"about_ca_system_score_gemma":0.001525861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018267,"about_ca_topic_score_gemma":0.01366737,"domain_scores_codex":[0.9969602,0.001161647,0.000668874,0.0002036442,0.0006056564,0.0003999044],"domain_scores_gemma":[0.9853779,0.004671632,0.005969236,0.0003791683,0.001807462,0.001794503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003356292,0.0003728024,0.9937068,0.00003406563,0.00002813859,0.00005707454,0.002970533,0.00003673465,0.00009500362,0.00002767504,0.0002384933,0.002399252],"study_design_scores_gemma":[0.00001049975,0.0003789374,0.9923031,0.00002799843,0.00001430018,0.000123984,0.006327811,0.0001726833,0.00004545954,0.000022911,0.0005616313,0.00001070171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980457,0.00008063517,0.000100534,0.0002318616,0.000004535333,0.000124562,0.0005509692,0.000003581375,0.0008575887],"genre_scores_gemma":[0.997431,0.0001947561,0.0005599905,0.000400946,0.00001289337,0.0002707685,0.0006583903,0.000005333231,0.0004660061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01018267,"threshold_uncertainty_score":0.02739376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5984144356554614,"score_gpt":0.6065106305834982,"score_spread":0.008096194928036815,"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."}}