{"id":"W4248146345","doi":"10.2196/preprints.9493","title":"Health Care Provider Utilization and Cost of an mHealth Intervention in Vulnerable People Living With HIV in Vancouver, Canada: Prospective Study (Preprint)","year":2018,"lang":"en","type":"preprint","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"B.C. Women's Hospital & Health Centre; Women's Health Research Institute; University of British Columbia","funders":"","keywords":"mHealth; Cart; Psychological intervention; Medicine; Intervention (counseling); Health care; Family medicine; Nursing; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005839176,0.0003456753,0.0004677664,0.001100951,0.002435637,0.001441185,0.001115608,0.0005941041,0.001800722],"category_scores_gemma":[0.002505667,0.0005658196,0.0007693615,0.003573909,0.0004753218,0.0003816585,0.001047835,0.0008678135,0.0002504202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01829176,"about_ca_system_score_gemma":0.01740231,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9841565,"about_ca_topic_score_gemma":0.9878154,"domain_scores_codex":[0.9990722,0.0001400685,0.0001006668,0.00009851863,0.0002845426,0.0003040314],"domain_scores_gemma":[0.9981176,0.0001509525,0.0004742889,0.00006519815,0.0006780553,0.0005139968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001827235,0.0001617317,0.9937927,0.0001027042,0.00008708845,0.0000891633,0.0006581196,0.00008321449,0.00006931507,0.00003509703,0.0008336431,0.003904497],"study_design_scores_gemma":[0.00002340662,0.00007131912,0.9977818,0.0000562712,0.00003430336,0.0000318701,0.001520509,0.0001114713,0.00002649262,0.00001023461,0.0003241352,0.00000820056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944091,0.000422634,0.00002652477,0.0001793872,0.000007900761,0.0001529274,0.00383801,0.000003636457,0.0009598429],"genre_scores_gemma":[0.9954814,0.001030487,0.0001782721,0.0002073127,0.00001038794,0.0001482601,0.001868392,0.000003727357,0.0010717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01829176,"threshold_uncertainty_score":0.1327166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02536441804946289,"score_gpt":0.3560915359372382,"score_spread":0.3307271178877754,"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."}}