{"id":"W2899235150","doi":"10.2196/10899","title":"Mobile Health Interventions for Self-Control of Unhealthy Alcohol Use: Systematic Review","year":2018,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; CINAHL; PsycINFO; Psychological intervention; eHealth; MEDLINE; Behavior change methods; Checklist; Critical appraisal; Medicine; Scopus; Psychology; Health care; Alternative medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008693667,0.001229734,0.00701903,0.005181612,0.0006525462,0.002361672,0.00175715,0.001958522,0.008388621],"category_scores_gemma":[0.04648497,0.0007270926,0.006615371,0.005561358,0.0007259466,0.00192448,0.001438881,0.001375481,0.0003945341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003119305,"about_ca_system_score_gemma":0.01075377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006335736,"about_ca_topic_score_gemma":0.01472091,"domain_scores_codex":[0.9929768,0.003085287,0.002045997,0.0004217857,0.001251244,0.0002189345],"domain_scores_gemma":[0.9737121,0.02005601,0.003980648,0.0003320774,0.001622321,0.0002967755],"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":[0.0003331952,0.00004451496,0.0003715792,0.9474825,0.00642005,0.00003122216,0.0001399188,0.00006863548,0.00005570604,0.0001549989,0.001139703,0.04375793],"study_design_scores_gemma":[0.0009901362,0.0004518055,0.003153408,0.9320672,0.05011024,0.0001148942,0.0002039014,0.0001254963,0.000147932,0.0002303182,0.01237366,0.00003098169],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001431982,0.9959424,0.0002046224,0.0002983233,0.0001536016,0.001106069,0.0003785878,0.00001869907,0.000465738],"genre_scores_gemma":[0.02494955,0.9699277,0.001351247,0.0006820535,0.0001551716,0.002474525,0.0002459004,0.000008377769,0.0002056015],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008693667,"threshold_uncertainty_score":0.04597706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659574376324374,"score_gpt":0.4859127715853478,"score_spread":0.3199553339529104,"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."}}