{"id":"W4310639011","doi":"10.1111/jocn.16584","title":"Predictors of preconception health knowledge among Canadian women: A nationwide cross‐sectional study","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; The Scarborough Hospital; Hospital for Sick Children; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Cross-sectional study; Medicine; Family medicine; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001259623,0.0004360645,0.0006647985,0.001692025,0.003875284,0.001270434,0.001550263,0.0006892088,0.002975914],"category_scores_gemma":[0.002881835,0.0007159219,0.0007419463,0.005072325,0.0006696341,0.0005154165,0.0009530277,0.0009884608,0.0005340994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01975958,"about_ca_system_score_gemma":0.0296738,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920832,"about_ca_topic_score_gemma":0.9933124,"domain_scores_codex":[0.999003,0.0000588233,0.00008108864,0.0001635922,0.0003972268,0.0002962015],"domain_scores_gemma":[0.9975097,0.00015436,0.0003920186,0.0001080384,0.001292098,0.0005437034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003762439,0.00005166353,0.9956129,0.00005855105,0.00004007961,0.00004082165,0.000741747,0.00002344868,0.00007064214,0.00003740098,0.00111185,0.002173221],"study_design_scores_gemma":[0.000008141449,0.00002915749,0.9977013,0.00004835305,0.00002823118,0.00004087983,0.001182621,0.0001138712,0.00002330598,0.00001139225,0.0008036833,0.000009086516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865506,0.0007164522,0.0001040835,0.0004068742,0.00001860277,0.0001530313,0.009410695,0.00001442108,0.002625336],"genre_scores_gemma":[0.9925014,0.0008781186,0.0003929576,0.0002775279,0.00000966594,0.0001097631,0.004359469,0.000007475145,0.001463727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01975958,"threshold_uncertainty_score":0.1433665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05939038549657522,"score_gpt":0.4552554011021723,"score_spread":0.3958650156055971,"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."}}