{"id":"W7111420856","doi":"10.1371/journal.pone.0336245.s002","title":"ACCORD.","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"CLARITY; Delphi method; Content validity; Quality (philosophy); Systematic review; Steering committee; Public health; Scale (ratio); Delphi","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001217466,0.0008095804,0.0007411957,0.002119747,0.002345755,0.006773651,0.001854245,0.003336769,0.8117493],"category_scores_gemma":[0.005584846,0.0005171027,0.0006165254,0.001753597,0.0007386549,0.003621259,0.004129493,0.002538712,0.7044726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584235,"about_ca_system_score_gemma":0.0021458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004099927,"about_ca_topic_score_gemma":0.005244794,"domain_scores_codex":[0.9984137,0.0002902911,0.0001114482,0.0003410025,0.0006550482,0.000188508],"domain_scores_gemma":[0.9974467,0.0004204375,0.0001513614,0.0004198529,0.000998851,0.0005629124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001025834,0.00004463977,0.0004859184,0.0002699107,0.000005774957,0.0001055036,0.0001821222,0.00006255771,0.0002767709,0.01406666,0.8661351,0.1182625],"study_design_scores_gemma":[0.000009695852,0.000009258952,0.0003304074,0.00008920801,0.000001646646,0.00005851949,0.0000536811,0.00003656738,0.00007256537,0.001048476,0.9982852,0.000004816866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007087348,0.0009953148,0.001378069,0.005096626,0.003600153,0.0001500206,0.007972761,0.003589938,0.9765084],"genre_scores_gemma":[0.005851946,0.0009161853,0.001422136,0.004105188,0.0009348677,0.0002044537,0.006738611,0.001870482,0.9779562],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1882507,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4786746467149721,"score_gpt":0.4883365315479795,"score_spread":0.00966188483300745,"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."}}