{"id":"W4405014759","doi":"10.1136/bmjopen-2023-082729","title":"Integration of patient-oriented research principles in health institutions: a scoping review protocol","year":2024,"lang":"en","type":"review","venue":"BMJ Open","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Accreditation; Grey literature; Health care; Documentation; Medicine; Framing (construction); Protocol (science); Health services research; Systematic review; Medical education; MEDLINE; Public relations; Nursing; Alternative medicine; Public health; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2673113,0.004813803,0.0101812,0.02536391,0.006782527,0.01158081,0.008418433,0.0130806,0.04177119],"category_scores_gemma":[0.1849077,0.006704584,0.0110702,0.02265193,0.008534621,0.01091031,0.01026071,0.009172002,0.01421511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0219746,"about_ca_system_score_gemma":0.1522738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008377347,"about_ca_topic_score_gemma":0.01597444,"domain_scores_codex":[0.8260734,0.08578083,0.0593261,0.008093551,0.01483638,0.005889657],"domain_scores_gemma":[0.8293493,0.06880312,0.01867479,0.01679571,0.05991368,0.006463365],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006427472,0.001067606,0.002662068,0.67088,0.001580375,0.002972075,0.0414892,0.003404964,0.004120321,0.03665378,0.08858863,0.1401535],"study_design_scores_gemma":[0.008748863,0.001351327,0.00645909,0.4932663,0.00207213,0.000889431,0.01771558,0.001628105,0.003046209,0.02020348,0.444032,0.0005875115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003763634,0.000825702,0.00239753,0.0006712868,0.0001580583,0.9927031,0.001800829,0.0000519125,0.001015303],"genre_scores_gemma":[0.0004737522,0.000677773,0.006189687,0.0001841929,0.00001942494,0.991789,0.0004030348,0.000008147685,0.0002549276],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7326887,"threshold_uncertainty_score":0.9035356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8953029505707243,"score_gpt":0.7496042940463761,"score_spread":0.1456986565243482,"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."}}