{"id":"W4400615219","doi":"10.22374/cjmrp.v9i3.132","title":"Environmental Chemical Exposure Research and Characteristics of Study Subjects Recruited from Midwifery vs. Hospital Based Clinics","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Midwifery Research and Practice","topic":"Chemical Safety and Risk Management","field":"Chemical Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Obstetrics; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001860056,0.0001911599,0.0006209535,0.001031021,0.0007870264,0.000734527,0.0004752467,0.0006317009,0.003474377],"category_scores_gemma":[0.008239308,0.0002503025,0.0003845438,0.001516014,0.0004582196,0.0004850418,0.0005481523,0.0004369344,0.0005568617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005360564,"about_ca_system_score_gemma":0.00101727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01062108,"about_ca_topic_score_gemma":0.008137088,"domain_scores_codex":[0.9978212,0.0006445874,0.0003896744,0.0004167579,0.0003575346,0.0003702214],"domain_scores_gemma":[0.997164,0.0009174786,0.001041823,0.0001512204,0.0002952105,0.0004303327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001001328,0.0004976792,0.9901495,0.0001118931,0.00005889474,0.0004219911,0.001752039,0.00002995173,0.0008966388,0.00008893172,0.0004134423,0.004577679],"study_design_scores_gemma":[0.00004391027,0.001004759,0.995432,0.00004337792,0.00002723306,0.0003392084,0.002248017,0.00005112856,0.00008379395,0.00005292156,0.0006661559,0.000007455614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996511,0.0008469978,0.0002023362,0.0001808083,0.0000246188,0.0002409649,0.0006400005,0.000005296203,0.001347983],"genre_scores_gemma":[0.9970763,0.0003813707,0.0001574855,0.0004408035,0.00003533888,0.000463652,0.0004133851,0.000004802268,0.001026948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01062108,"threshold_uncertainty_score":0.02111852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07271290738902203,"score_gpt":0.3512056224704412,"score_spread":0.2784927150814192,"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."}}