{"id":"W2890853699","doi":"10.2196/11107","title":"A Mobile App to Provide Evidence-Based Information About Crystal Methamphetamine (Ice) to the Community (Cracks in the Ice): Co-Design and Beta Testing","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Australian Government","keywords":"Methamphetamine; Mobile device; Internet privacy; Psychology; Computer science; World Wide Web; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009237658,0.0002632978,0.0003909305,0.0002655483,0.001802318,0.00007355087,0.0004230361,0.0002758789,0.00006072435],"category_scores_gemma":[0.0007278481,0.0001719067,0.00004304072,0.000899206,0.0004742092,0.0003089722,0.0001079257,0.001391305,0.00007195231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123601,"about_ca_system_score_gemma":0.0005102276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001009896,"about_ca_topic_score_gemma":0.00124617,"domain_scores_codex":[0.994311,0.00377972,0.0006827484,0.0002737165,0.0002332544,0.0007195886],"domain_scores_gemma":[0.9944422,0.004157004,0.000287163,0.0004328206,0.0001824173,0.0004983589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008453618,0.001486503,0.0572156,0.002982954,0.0002117138,0.00002144791,0.2132541,0.006928687,0.001510742,0.001224715,0.08756512,0.6191449],"study_design_scores_gemma":[0.007817167,0.01777252,0.3298016,0.0006435213,0.001034185,0.0001773759,0.02412607,0.08474266,0.002431342,0.001034241,0.5289694,0.00144996],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759831,0.000926372,0.002952328,0.0157779,0.000220713,0.003337116,0.00005278761,0.00007922455,0.0006703975],"genre_scores_gemma":[0.9378329,0.0001505159,0.001706148,0.05939659,0.0002213873,0.0006018074,0.00002311601,0.0000117126,0.00005581377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6176949,"threshold_uncertainty_score":0.9994972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2154386545423,"score_gpt":0.4819469416784182,"score_spread":0.2665082871361182,"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."}}