{"id":"W7110898585","doi":"10.1371/journal.pone.0336245.s003","title":"Selecting items.","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; Quality (philosophy); Content validity; Systematic review; Steering committee; Scale (ratio); Delphi; Public health","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":[0.01047692,0.001808989,0.001391729,0.004612194,0.001779568,0.003615625,0.002161857,0.002412432,0.423102],"category_scores_gemma":[0.05210811,0.000824567,0.001434638,0.004656681,0.0006316993,0.003573048,0.004567649,0.002042374,0.2610909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002038773,"about_ca_system_score_gemma":0.004824231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001400157,"about_ca_topic_score_gemma":0.00260739,"domain_scores_codex":[0.9916162,0.003661767,0.001686361,0.0006393717,0.001763684,0.0006326415],"domain_scores_gemma":[0.9709694,0.01098305,0.001093198,0.002087065,0.0135231,0.001344053],"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":[0.0002658332,0.0001387559,0.001431417,0.003159113,0.00001564913,0.0001062462,0.002223385,0.00008297905,0.0005928982,0.004480342,0.7266293,0.2608741],"study_design_scores_gemma":[0.0002178798,0.0001624839,0.003809906,0.002066799,0.0000199747,0.0001187566,0.002589746,0.0003216666,0.0007171532,0.004731731,0.9851962,0.00004758584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02485476,0.002487408,0.06374776,0.01621517,0.00916296,0.1154958,0.174931,0.01385972,0.5792454],"genre_scores_gemma":[0.05547116,0.003140033,0.2316617,0.01314703,0.001472591,0.2731194,0.1096903,0.005513108,0.3067846],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.423102,"threshold_uncertainty_score":0.822875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.442273232733198,"score_gpt":0.4777618762064398,"score_spread":0.03548864347324182,"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."}}