{"id":"W7105755101","doi":"10.17605/osf.io/ht4k3","title":"Protocol","year":2025,"lang":"","type":"article","venue":"Open Science Framework","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Protocol (science); Checklist; Identification (biology); Presentation (obstetrics); Protocol analysis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.05606208,0.003997302,0.005835212,0.00636396,0.005533026,0.004649332,0.003460291,0.005858333,0.2652446],"category_scores_gemma":[0.09791856,0.003734492,0.003851461,0.004894504,0.002640529,0.004269209,0.003267963,0.01013987,0.05656363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005794129,"about_ca_system_score_gemma":0.04333438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005514277,"about_ca_topic_score_gemma":0.008957499,"domain_scores_codex":[0.9780998,0.01208957,0.004696392,0.001925193,0.00222246,0.0009666582],"domain_scores_gemma":[0.9485941,0.0172612,0.004709041,0.008552752,0.01812821,0.002754768],"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":[0.04487165,0.004111296,0.001939334,0.1046315,0.00124404,0.001753969,0.009343296,0.003330364,0.002743782,0.04837675,0.5251918,0.2524622],"study_design_scores_gemma":[0.06907529,0.003452222,0.003951844,0.06506616,0.0008014145,0.0005980965,0.004759377,0.002712759,0.003131098,0.04659683,0.7991903,0.0006645995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001137509,0.0006910393,0.009300636,0.0008497688,0.0009301979,0.9696511,0.01343448,0.000224071,0.00378119],"genre_scores_gemma":[0.0003548034,0.000156311,0.002955686,0.0002494925,0.00002826018,0.9947189,0.0006033941,0.00001537491,0.0009177238],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.7347554,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7379098929005163,"score_gpt":0.6436731532384571,"score_spread":0.09423673966205925,"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."}}