{"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004765791,0.0001982944,0.0004105801,0.0005921649,0.0001960876,0.0002259738,0.0003767655,0.0002253252,0.0002143791],"category_scores_gemma":[0.004642227,0.0001785451,0.00007904041,0.0005112024,0.0005747135,0.0004303584,0.0001521472,0.00240054,0.00001542542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002751896,"about_ca_system_score_gemma":0.0005685881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001118928,"about_ca_topic_score_gemma":0.0002350007,"domain_scores_codex":[0.9967211,0.0005104857,0.000717648,0.000400818,0.0009880502,0.0006618291],"domain_scores_gemma":[0.9909615,0.007177754,0.0001284723,0.0003036135,0.000323566,0.001105118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02745353,0.01066214,0.1881469,0.004446556,0.0068951,0.03617587,0.03328546,0.00007855105,0.419322,0.002762321,0.04219257,0.2285791],"study_design_scores_gemma":[0.01437888,0.02740162,0.1149925,0.005901856,0.001285361,0.001031528,0.04842154,0.008932364,0.07228179,0.005750513,0.6963971,0.003224911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893267,0.006308382,0.00004831915,0.003152493,0.0002589455,0.0003652646,0.0001560823,0.00001079437,0.0003729815],"genre_scores_gemma":[0.997354,0.001480435,0.0003734098,0.00005687539,0.0004531553,0.00000957901,0.00003024116,0.00003847895,0.0002038234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6542046,"threshold_uncertainty_score":0.9999009,"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."}}