{"id":"W2950480671","doi":"10.1186/s40900-020-0180-0","title":"Patient-oriented research competencies in health (PORCH) for researchers, patients, healthcare providers, and decision-makers: results of a scoping review","year":2020,"lang":"en","type":"review","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Advancing Health Outcomes; Spinal Cord Injury BC; Island Health; University of Northern British Columbia; University of Victoria","funders":"Canadian Institutes of Health Research","keywords":"Competence (human resources); Health care; Medical education; Grey literature; Psychology; Nursing; Medicine; Public relations; MEDLINE; Political 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":[],"category_scores_codex":[0.1786519,0.001652329,0.005538137,0.02786489,0.002118448,0.006683997,0.002586041,0.002765266,0.002318252],"category_scores_gemma":[0.3385715,0.001825691,0.008507002,0.03263363,0.002719517,0.00666877,0.007331515,0.002380564,0.0004067169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01282806,"about_ca_system_score_gemma":0.06165916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01467546,"about_ca_topic_score_gemma":0.0416633,"domain_scores_codex":[0.8713455,0.05950843,0.0405458,0.002564815,0.0236615,0.00237388],"domain_scores_gemma":[0.6603206,0.2565078,0.02698843,0.005568245,0.04869379,0.001921205],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002815513,0.000150549,0.00791257,0.7143093,0.003804239,0.0004261529,0.02169439,0.0003662359,0.0002965901,0.001674883,0.007132666,0.2419509],"study_design_scores_gemma":[0.0001034233,0.0001534786,0.008570367,0.949587,0.008670648,0.000332194,0.012758,0.0001671922,0.0003188333,0.0006060493,0.01866846,0.00006441116],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0518329,0.8644469,0.006825326,0.01321221,0.001179351,0.04391056,0.004635986,0.0001084814,0.01384825],"genre_scores_gemma":[0.1964468,0.7259628,0.02882613,0.003501262,0.0001952242,0.04118147,0.002547764,0.00007622032,0.001262328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8213481,"threshold_uncertainty_score":0.9448129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7273550269654386,"score_gpt":0.6026787491159757,"score_spread":0.1246762778494629,"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."}}