{"id":"W4379259311","doi":"10.1136/bmjopen-2022-069695","title":"Involving adolescents in the design, implementation, evaluation and dissemination of health research: an umbrella review protocol","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"Trinity College Dublin","keywords":"Medicine; Protocol (science); Research design; Protocol design; Health services research; Public health; Alternative medicine; Medical education; Nursing; Pathology; Computer network","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.261441,0.006547004,0.01457046,0.01873317,0.005916367,0.01016972,0.006929467,0.01293636,0.05824001],"category_scores_gemma":[0.1925652,0.007020416,0.01171131,0.01712271,0.008843609,0.01199245,0.007848063,0.01129068,0.02169247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01724224,"about_ca_system_score_gemma":0.08687555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004028202,"about_ca_topic_score_gemma":0.00713637,"domain_scores_codex":[0.827285,0.1023114,0.04428692,0.009506901,0.01201817,0.004591677],"domain_scores_gemma":[0.7970755,0.08500601,0.02874748,0.02672185,0.05283034,0.009618865],"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":[0.01265474,0.001223868,0.002467692,0.6888671,0.002480556,0.001646099,0.01522678,0.002525307,0.00467388,0.03270997,0.08514533,0.1503787],"study_design_scores_gemma":[0.02308423,0.002365261,0.007906167,0.6041929,0.003698372,0.001057526,0.006981884,0.002938433,0.00437018,0.02691353,0.3158988,0.0005928397],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002019966,0.0007426794,0.002436172,0.0003834566,0.0001812971,0.9942516,0.001199362,0.00005770046,0.0005458234],"genre_scores_gemma":[0.000243245,0.0003805025,0.003495552,0.0001461666,0.00001961629,0.9953962,0.0001579068,0.00000548884,0.0001552493],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.738559,"threshold_uncertainty_score":0.9107748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9691665500327379,"score_gpt":0.8505298461069635,"score_spread":0.1186367039257744,"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."}}