{"id":"W6885460248","doi":"10.1371/journal.pmed.1004077.s001","title":"Study protocol.","year":2022,"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":"","funders":"","keywords":"","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":[0.02053882,0.00285578,0.0039765,0.003420125,0.003844749,0.003715383,0.003245442,0.003401392,0.4448628],"category_scores_gemma":[0.04610883,0.003566175,0.002570665,0.00359866,0.001711044,0.002330315,0.001664105,0.006590965,0.09097353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004677825,"about_ca_system_score_gemma":0.02297996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239063,"about_ca_topic_score_gemma":0.02253889,"domain_scores_codex":[0.9937093,0.002972338,0.001307881,0.0006455692,0.0008434316,0.0005213883],"domain_scores_gemma":[0.9794941,0.006096124,0.001669139,0.003209642,0.007366508,0.002164548],"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":[0.04044224,0.003454534,0.002245611,0.03385428,0.0003772376,0.0003725485,0.001675166,0.0009193252,0.00076027,0.008982538,0.8312944,0.07562186],"study_design_scores_gemma":[0.1431828,0.004496434,0.009628356,0.04260371,0.0006729459,0.0003955096,0.002008525,0.001392736,0.001191929,0.01774664,0.7763591,0.0003213162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001524908,0.000778817,0.003742591,0.001251683,0.00152453,0.85466,0.121858,0.0004584484,0.01420112],"genre_scores_gemma":[0.0009119082,0.0002318149,0.0029961,0.000584796,0.00006877647,0.9870529,0.00506099,0.00004733352,0.003045473],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.5551372,"threshold_uncertainty_score":0.7918358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.146019643809217,"score_gpt":0.4421296808481864,"score_spread":0.2961100370389693,"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."}}