{"id":"W4210677119","doi":"10.2196/preprints.20183","title":"Virtual Overdose Response for People Who Use Opioids Alone: Protocol for a Feasibility and Clinical Trial Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opioid overdose; Medicine; Medical emergency; Consumption (sociology); SAFER; Service (business); Opioid; (+)-Naloxone; Computer security; Business","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.03932606,0.004374824,0.005483043,0.002332609,0.00428998,0.003975818,0.003235376,0.006333259,0.1457835],"category_scores_gemma":[0.03514829,0.003137565,0.004367252,0.002956878,0.003203474,0.004049908,0.002274005,0.007639224,0.0289325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004988193,"about_ca_system_score_gemma":0.021528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003645131,"about_ca_topic_score_gemma":0.007379638,"domain_scores_codex":[0.984298,0.009198903,0.002053388,0.001041231,0.001816127,0.001592331],"domain_scores_gemma":[0.9849636,0.003759546,0.002558369,0.00211008,0.004541692,0.002066666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5508398,0.06075329,0.003759989,0.05685535,0.002070694,0.001253772,0.002445542,0.004337271,0.005164253,0.01566454,0.1661525,0.130703],"study_design_scores_gemma":[0.7037075,0.06000421,0.01030593,0.01496374,0.0008703911,0.000265757,0.001270846,0.0025075,0.001962456,0.008603493,0.1952469,0.0002912541],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004930699,0.00007744781,0.0005156368,0.0001130483,0.000161183,0.9974322,0.0006844464,0.00002723415,0.0004957345],"genre_scores_gemma":[0.0004837817,0.00004897584,0.0007656476,0.0001106339,0.0000253845,0.9982759,0.00009190961,0.00000211918,0.0001956442],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1457835,"threshold_uncertainty_score":0.4876943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2588217966251224,"score_gpt":0.4995578615607827,"score_spread":0.2407360649356603,"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."}}