{"id":"W7117769332","doi":"10.17605/osf.io/ktgdx","title":"Factors influencing oral health behaviours in pregnant women","year":2025,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Oral hygiene; Oral health; Hygiene; Health professionals; Dental health; Pregnancy; Social class","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":[],"consensus_categories":[],"category_scores_codex":[0.0005917453,0.0001718743,0.000293029,0.0003411674,0.0003070146,0.000348872,0.0001723602,0.0003935187,0.003206881],"category_scores_gemma":[0.004034961,0.000255075,0.0004348955,0.0008762163,0.0002113458,0.000232806,0.0003257792,0.0003955171,0.000249995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003425912,"about_ca_system_score_gemma":0.0006923105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02920904,"about_ca_topic_score_gemma":0.02267729,"domain_scores_codex":[0.9996212,0.0001195548,0.000057427,0.00006051927,0.00007485944,0.00006650838],"domain_scores_gemma":[0.9994864,0.0001721749,0.0002067712,0.00002810456,0.00004248635,0.00006404549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002619294,0.00008750131,0.985545,0.0001903777,0.0001051724,0.0002238406,0.00100882,0.00002981884,0.0003940988,0.00005581561,0.0006425658,0.0114551],"study_design_scores_gemma":[0.00001469478,0.0001546333,0.9979662,0.0001404266,0.00007530636,0.0002113623,0.0008359454,0.00004367972,0.00006290204,0.00003640199,0.0004533474,0.000005088056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939985,0.002366879,0.0000836815,0.0003485011,0.00002566699,0.00006143635,0.0009570239,0.000005492933,0.002152662],"genre_scores_gemma":[0.9977098,0.001411619,0.0001009409,0.00008979938,0.000009311056,0.00005790551,0.0002274421,0.000002164061,0.0003910798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02920904,"threshold_uncertainty_score":0.05807805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02924935981196662,"score_gpt":0.3031620359370288,"score_spread":0.2739126761250622,"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."}}