{"id":"W4205841814","doi":"10.2196/28927","title":"Digital Assessment Tools Using Animation Features to Quantify Alcohol Consumption: Systematic App Store and Literature Review","year":2021,"lang":"en","type":"review","venue":"Journal of Medical Internet Research","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"World Health Organization","keywords":"Computer science; PsycINFO; Animation; MEDLINE; Systematic review; World Wide Web","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":[0.01357472,0.001540624,0.004293442,0.02473645,0.001067418,0.003725706,0.002312564,0.001488404,0.009035253],"category_scores_gemma":[0.07428311,0.0009825091,0.004685488,0.01637964,0.001249744,0.004615674,0.003453346,0.001326231,0.001253823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003260055,"about_ca_system_score_gemma":0.01750952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00691107,"about_ca_topic_score_gemma":0.02260772,"domain_scores_codex":[0.9874852,0.004681404,0.004247341,0.000630071,0.002672458,0.0002835338],"domain_scores_gemma":[0.9171252,0.06356618,0.00969599,0.001079488,0.008045771,0.0004874167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009928911,0.00003194026,0.0007461805,0.8815324,0.001137909,0.0001077292,0.0008424336,0.00006786813,0.0001235784,0.0003584196,0.003303102,0.1116491],"study_design_scores_gemma":[0.00006888275,0.000110346,0.002355262,0.9570131,0.007382673,0.0003167401,0.0009221725,0.00007588493,0.0001547028,0.000361927,0.03119441,0.00004397201],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002208233,0.991755,0.0007056249,0.0005625765,0.0002095188,0.001556914,0.001428606,0.00005280871,0.001520773],"genre_scores_gemma":[0.01479425,0.978027,0.002721569,0.0005938975,0.00008753959,0.002580946,0.0008310829,0.00002242658,0.000341283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02473645,"threshold_uncertainty_score":0.07179081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3061374809668271,"score_gpt":0.554067912405889,"score_spread":0.2479304314390619,"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."}}