{"id":"W2560529454","doi":"10.1016/j.ypmed.2016.11.022","title":"Preconception health behaviours: A scoping review","year":2016,"lang":"en","type":"review","venue":"Preventive Medicine","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Medicine; Psychological intervention; Pregnancy; Theory of planned behavior; Environmental health; Family medicine; Psychiatry","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":[0.007695589,0.002027174,0.007013566,0.01447019,0.0007415423,0.004301222,0.001464311,0.003232881,0.005985843],"category_scores_gemma":[0.02329829,0.001487975,0.005305555,0.01263109,0.001219637,0.00298625,0.00303208,0.002357881,0.0005479136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00345508,"about_ca_system_score_gemma":0.01294686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01175812,"about_ca_topic_score_gemma":0.04111503,"domain_scores_codex":[0.9943362,0.001601197,0.002274992,0.0004588462,0.001059345,0.0002694161],"domain_scores_gemma":[0.9860719,0.009511744,0.002812849,0.0001872363,0.001174732,0.0002415207],"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":[0.0001471891,0.00005903945,0.0007752065,0.8375546,0.004508532,0.0001424416,0.0003640855,0.0001084258,0.0002064574,0.0004640789,0.005605326,0.1500646],"study_design_scores_gemma":[0.00009929651,0.00007958765,0.002429614,0.9286922,0.01911407,0.0003997818,0.0003389177,0.00005009855,0.0001000905,0.0003503627,0.0483112,0.00003474285],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001311176,0.9992977,0.00004218419,0.0001764286,0.00008681318,0.00004494275,0.00008537213,0.000002454986,0.00013291],"genre_scores_gemma":[0.001533735,0.9975816,0.0002306793,0.0003910232,0.00005080513,0.00007133473,0.00005693938,0.00000182271,0.00008206625],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01447019,"threshold_uncertainty_score":0.04069865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1327824548501363,"score_gpt":0.4962945377811136,"score_spread":0.3635120829309773,"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."}}