{"id":"W4396939789","doi":"10.1136/bmjopen-2024-084209","title":"Influence of paternal preconception health on pregnancy, intrapartum, postpartum and early childhood outcomes: protocol for a parallel scoping review","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre; Lakehead University; University of Calgary; Ontario Tech University; Hospital for Sick Children; Sinai Health System; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pregnancy; Protocol (science); Reproductive medicine; Obstetrics; Family medicine; Public health; Alternative medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001147473,0.0001424808,0.0005443876,0.0000555296,0.00006210585,0.00004790926,0.0001004064,0.00004367785,0.00002078347],"category_scores_gemma":[0.0002951757,0.000104111,0.00006629992,0.00009651974,0.000037049,0.0002918608,0.00004870235,0.0001321528,0.00001108913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004550281,"about_ca_system_score_gemma":0.000686784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001167305,"about_ca_topic_score_gemma":0.00001306274,"domain_scores_codex":[0.9983657,0.0001251126,0.000661289,0.0004218007,0.0001954315,0.0002306798],"domain_scores_gemma":[0.999109,0.00006888172,0.0002544868,0.0003236979,0.0001064985,0.0001374518],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.005040666,0.0008847438,0.1574324,0.4515185,0.0002084227,0.00001699124,0.003745533,0.0000439776,0.0002343359,0.001323373,0.002049513,0.3775015],"study_design_scores_gemma":[0.001871035,0.002915203,0.5779307,0.4165071,0.00002281065,0.00003301434,0.00001179042,0.00002038821,0.00005497082,0.0001804479,0.0003496391,0.00010281],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1379675,0.002139185,0.0001481395,0.01085295,0.00006044426,0.8486077,0.00001350551,0.00004524968,0.0001652541],"genre_scores_gemma":[0.06606002,0.0008799832,0.00124752,0.002707814,0.0001795834,0.9286129,0.00001329511,0.00003160689,0.0002673094],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4204983,"threshold_uncertainty_score":0.4245524,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1070220866706769,"score_gpt":0.487443111581868,"score_spread":0.380421024911191,"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."}}