{"id":"W6976740981","doi":"10.6084/m9.figshare.12900155.v1","title":"Additional file 1 of Reducing unnecessary caesarean sections: scoping review of financial and regulatory interventions","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychological intervention; MEDLINE; Work (physics); Government (linguistics); Key (lock)","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":[0.004216491,0.002032778,0.005167689,0.01372909,0.0009963902,0.002464056,0.002060062,0.002245253,0.7368225],"category_scores_gemma":[0.04944148,0.001126849,0.003703431,0.01873516,0.000577369,0.00311549,0.001975123,0.001199811,0.02996194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003617517,"about_ca_system_score_gemma":0.006557222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01895031,"about_ca_topic_score_gemma":0.0361091,"domain_scores_codex":[0.9974607,0.0006068994,0.001061524,0.0003507905,0.0003074253,0.0002126786],"domain_scores_gemma":[0.9561008,0.03518225,0.004352625,0.0005637068,0.003327101,0.000473459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008798529,0.00006539772,0.0009372433,0.6866603,0.0007362317,0.000118781,0.000314595,0.000485808,0.0002066924,0.002256819,0.2944408,0.0128974],"study_design_scores_gemma":[0.01559772,0.0006409894,0.01653316,0.4595124,0.005344182,0.0005076643,0.001020626,0.001144894,0.0005224523,0.007022381,0.4919015,0.0002519658],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"dataset","genre_gemma":"review","genre_scores_codex":[0.0003249819,0.00233524,0.0002596822,0.0004418321,0.00008201094,0.00362523,0.9895816,0.0001475692,0.003201879],"genre_scores_gemma":[0.03056845,0.0285782,0.01557056,0.00476476,0.0007196199,0.1492174,0.7242626,0.001236126,0.04508222],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7368225,"threshold_uncertainty_score":0.3753908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09553182710119,"score_gpt":0.3561720364756166,"score_spread":0.2606402093744266,"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."}}