{"id":"W7117690152","doi":"10.1136/bmjopen-2025-104975","title":"Ethnological study of birth timing decisions: a scoping review protocol","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Protocol (science); Public health; Health services research; MEDLINE; Open science; Epidemiology","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":[],"consensus_categories":[],"category_scores_codex":[0.1637026,0.004543085,0.01123206,0.02691965,0.006171609,0.008715672,0.00678387,0.009361858,0.08116504],"category_scores_gemma":[0.1540489,0.005590782,0.00930973,0.02206398,0.007157463,0.009226619,0.008188111,0.006208669,0.01416004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01524111,"about_ca_system_score_gemma":0.1153717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009726606,"about_ca_topic_score_gemma":0.01884636,"domain_scores_codex":[0.9144302,0.04017604,0.02766809,0.005599632,0.008380718,0.003745284],"domain_scores_gemma":[0.8822421,0.05535485,0.0136868,0.01146532,0.03319829,0.004052589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"qualitative","study_design_scores_codex":[0.004697726,0.0006896377,0.001985585,0.7789274,0.001305738,0.002665469,0.02261594,0.002273422,0.002671867,0.01888852,0.05454198,0.1087367],"study_design_scores_gemma":[0.008443451,0.001469298,0.006613623,0.6191587,0.002878403,0.000887345,0.01952767,0.00107412,0.002341169,0.01569535,0.3214342,0.0004765957],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005243761,0.001615706,0.00188719,0.0003414511,0.0001378388,0.9909626,0.00353167,0.00004702263,0.000952227],"genre_scores_gemma":[0.0005040668,0.0009632704,0.003605044,0.0001206928,0.00001489841,0.9941561,0.0003956086,0.000007112969,0.000233269],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1637026,"threshold_uncertainty_score":0.8657523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3967111430611748,"score_gpt":0.6116406854693233,"score_spread":0.2149295424081485,"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."}}