{"id":"W7110894807","doi":"10.1371/journal.pone.0336245.s001","title":"Gripp2 Checklist.","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":["insufficient_payload"],"category_scores_codex":[0.01200514,0.002383285,0.00230168,0.006041435,0.001260612,0.003166448,0.003838198,0.002547298,0.5504199],"category_scores_gemma":[0.05932188,0.001503483,0.002991621,0.003600764,0.0007182204,0.003172395,0.005279263,0.002566035,0.199525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490797,"about_ca_system_score_gemma":0.006800897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003523035,"about_ca_topic_score_gemma":0.00619289,"domain_scores_codex":[0.9912396,0.00363812,0.002664851,0.0005636072,0.001445106,0.0004486906],"domain_scores_gemma":[0.9562759,0.02676875,0.002676095,0.002382145,0.01089907,0.0009981199],"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":[0.000291205,0.00009471375,0.001027662,0.007652101,0.00003771357,0.0001636301,0.0005273659,0.0001707892,0.000126309,0.001591048,0.9071077,0.0812098],"study_design_scores_gemma":[0.0007868512,0.00014829,0.007393528,0.00804066,0.00008545184,0.00045494,0.0009668213,0.0005526489,0.0004998855,0.008474313,0.9724739,0.0001227217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.00586131,0.002488631,0.02675583,0.009419058,0.002025483,0.04188304,0.7491864,0.01877799,0.1436022],"genre_scores_gemma":[0.02351684,0.003885786,0.1227548,0.01242047,0.001021546,0.3150473,0.3854303,0.01226113,0.1236618],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4495801,"threshold_uncertainty_score":0.6412715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3288879553799626,"score_gpt":0.4512383598796009,"score_spread":0.1223504044996384,"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."}}