{"id":"W2002066713","doi":"10.2196/resprot.1970","title":"Harm Reduction Text Messages Delivered During Alcohol Drinking: Feasibility Study Protocol","year":2012,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Population; Medicine; Unintended consequences; Harm reduction; Intervention (counseling); Public health; Poison control; Environmental health; Psychology; Psychiatry; 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":[0.0223594,0.002670592,0.003956662,0.001889857,0.004344929,0.002465735,0.003674197,0.004835976,0.09457418],"category_scores_gemma":[0.01865165,0.002795365,0.001910482,0.001584657,0.002741744,0.002922763,0.002165379,0.006579572,0.01799561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002974866,"about_ca_system_score_gemma":0.02327062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003263766,"about_ca_topic_score_gemma":0.006334655,"domain_scores_codex":[0.9912637,0.004488648,0.0011356,0.0008251503,0.001304887,0.0009819928],"domain_scores_gemma":[0.9919695,0.002428713,0.001216229,0.0006976238,0.002065318,0.001622608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4639562,0.1461972,0.004374017,0.06599572,0.0009346564,0.0009563417,0.004222782,0.001762678,0.005410816,0.007170628,0.07229786,0.2267211],"study_design_scores_gemma":[0.6496552,0.1513268,0.02170274,0.01448466,0.001175569,0.0003718683,0.002279711,0.001859798,0.002254245,0.004980736,0.1495673,0.000341378],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002186962,0.0001323105,0.0006363749,0.0001371959,0.00008254233,0.9952444,0.0007224471,0.00003351096,0.0008242131],"genre_scores_gemma":[0.001770295,0.0001332481,0.001041478,0.0001192304,0.0000242696,0.9963935,0.0001045894,0.000002556297,0.0004108594],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09457418,"threshold_uncertainty_score":0.3163822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3580645066601319,"score_gpt":0.5708546139476685,"score_spread":0.2127901072875366,"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."}}