{"id":"W4213361844","doi":"10.21203/rs.3.rs-907930/v1","title":"CRANIUM: A quasi-experimental study to improve metabolic screening and HIV testing in community mental health clinics compared to usual care","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; National Institute on Minority Health and Health Disparities; American Psychiatric Association Foundation","keywords":"Human immunodeficiency virus (HIV); Mental health; HIV screening; Medicine; Psychiatry; Psychology; Family medicine; Gerontology; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.003673771,0.0015096,0.002325183,0.0008518813,0.002568768,0.001237849,0.002058432,0.002217358,0.01374158],"category_scores_gemma":[0.009100813,0.001930546,0.001277487,0.0008226544,0.002035896,0.001133444,0.001588476,0.002908679,0.001052806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001877476,"about_ca_system_score_gemma":0.004475139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0157988,"about_ca_topic_score_gemma":0.02350072,"domain_scores_codex":[0.9960848,0.001973831,0.0002311804,0.0006925089,0.0004290037,0.000588677],"domain_scores_gemma":[0.9930127,0.002948873,0.001003054,0.0007677677,0.0002795315,0.001988148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.3699009,0.594682,0.007188416,0.0006087631,0.0006151401,0.00008630714,0.001506544,0.0002823214,0.00328378,0.0002217715,0.001086579,0.02053757],"study_design_scores_gemma":[0.4390073,0.4999416,0.05699459,0.00007606371,0.0007360865,0.00002298988,0.000708242,0.000814151,0.0006386694,0.0002339018,0.0007605134,0.00006592672],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963707,0.00005548774,0.0001115287,0.0001644251,0.0001009487,0.002457603,0.0002438805,0.00003110678,0.0004644264],"genre_scores_gemma":[0.982515,0.0002445601,0.002932779,0.0006081871,0.0002745235,0.0105518,0.0004713701,0.00002137887,0.002380389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0157988,"threshold_uncertainty_score":0.0459702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.173443146558784,"score_gpt":0.5012241728961357,"score_spread":0.3277810263373517,"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."}}