{"id":"W7151761830","doi":"10.2196/64150","title":"AT HOME SALIVA COLLECTION AMONG BLACK WOMEN WITH HISTORIES OF ABUSE: A PROTOCOL FOR A MIXED-METHODS COHORT STUDY (Preprint)","year":2024,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cohort study; Black women; Protocol (science); Data collection; Cohort; Epidemiology; Saliva","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01243703,0.002620331,0.002566164,0.001675696,0.00879689,0.002223763,0.002485814,0.003211964,0.01215983],"category_scores_gemma":[0.008648282,0.002828659,0.002335726,0.001486818,0.001622317,0.001154321,0.002047763,0.002778003,0.005236941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002536784,"about_ca_system_score_gemma":0.008828341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01430407,"about_ca_topic_score_gemma":0.02522896,"domain_scores_codex":[0.993346,0.003517754,0.0007959193,0.0008711246,0.0007665202,0.0007028332],"domain_scores_gemma":[0.9963909,0.0006194562,0.0002995623,0.001086904,0.001168618,0.0004345565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1154487,0.11978,0.2541196,0.01234646,0.002147717,0.005337511,0.03791655,0.008038932,0.07790698,0.01363572,0.09179293,0.261529],"study_design_scores_gemma":[0.0649591,0.1169856,0.5304897,0.004195388,0.001904266,0.00246718,0.02911422,0.009559447,0.029201,0.01029144,0.199342,0.001490757],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.07042897,0.0002581836,0.0176602,0.0002516392,0.000285629,0.9025029,0.00558942,0.0002079401,0.002815084],"genre_scores_gemma":[0.01774335,0.0001794797,0.01312553,0.000266836,0.00004393031,0.9659222,0.001223337,0.00002186885,0.001473552],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01430407,"threshold_uncertainty_score":0.06577408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07049790643439675,"score_gpt":0.5427901074217051,"score_spread":0.4722922009873083,"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."}}