{"id":"W4318611506","doi":"10.2196/43842","title":"A Technology-Enhanced Intervention for Violence and Substance Use Prevention Among Young Black Men: Protocol for Adaptation and Pilot Testing","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Psychology; Empowerment; Brief intervention; Medicine; Psychiatry; Political science","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":[0.0180255,0.00331962,0.003894625,0.002384809,0.004210823,0.002206897,0.003106224,0.003859332,0.07211399],"category_scores_gemma":[0.01530099,0.002718498,0.003828245,0.001580049,0.002293101,0.002133997,0.003026636,0.006113517,0.009601659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003480401,"about_ca_system_score_gemma":0.01638901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004815304,"about_ca_topic_score_gemma":0.007397749,"domain_scores_codex":[0.9922421,0.003534686,0.001110942,0.0008683121,0.00102316,0.001220879],"domain_scores_gemma":[0.9923334,0.001678047,0.0006911293,0.001180702,0.003050374,0.001066453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1354019,0.1995197,0.006025365,0.04523407,0.001097677,0.001617674,0.0098064,0.007703712,0.0148777,0.008504232,0.08185367,0.488358],"study_design_scores_gemma":[0.4172797,0.1562506,0.03896303,0.0199661,0.001380248,0.0004803681,0.006619505,0.005605135,0.01319899,0.009619592,0.3299128,0.0007241426],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00277378,0.00006301703,0.001425722,0.00007178084,0.00007492967,0.9942925,0.0005410897,0.00006656831,0.0006905638],"genre_scores_gemma":[0.000841792,0.00005843715,0.002406387,0.00003439122,0.000007152059,0.9962742,0.00008027128,0.000003353922,0.0002939519],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07211399,"threshold_uncertainty_score":0.2412453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4691963272092321,"score_gpt":0.5986266435214053,"score_spread":0.1294303163121732,"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."}}