{"id":"W2909366305","doi":"10.2196/12370","title":"Protocol for the Inroads Study: A Randomized Controlled Trial of an Internet-Delivered, Cognitive Behavioral Therapy–Based Early Intervention to Reduce Anxiety and Hazardous Alcohol Use Among Young People","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Randomized controlled trial; Intervention (counseling); Brief intervention; Psychological intervention; Cognitive behavioral therapy; Medicine; Psychiatry; Psychology; Clinical psychology","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":[0.01674669,0.006292233,0.01075073,0.002233238,0.003635363,0.003999708,0.004110872,0.007400937,0.07483175],"category_scores_gemma":[0.01478014,0.003751912,0.004256416,0.002093451,0.003388903,0.004014339,0.002049509,0.01139166,0.01207322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003575791,"about_ca_system_score_gemma":0.01430732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003977799,"about_ca_topic_score_gemma":0.006700511,"domain_scores_codex":[0.9872925,0.006416563,0.001159417,0.001728065,0.001754386,0.001649071],"domain_scores_gemma":[0.9931464,0.001421625,0.001569951,0.0007501477,0.001225223,0.001886641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9400133,0.02163095,0.0005145749,0.006788576,0.001092334,0.0001611487,0.0002304444,0.0006816238,0.0009314748,0.001756935,0.00995085,0.01624791],"study_design_scores_gemma":[0.9797713,0.0123283,0.0005223749,0.0004392259,0.0002362204,0.00001374042,0.00003767759,0.0003484355,0.0002037704,0.0004294354,0.005642683,0.00002680712],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00350897,0.0002098778,0.0005346108,0.0001966921,0.0004892098,0.9932023,0.000983969,0.00008488149,0.0007894647],"genre_scores_gemma":[0.002792625,0.000111709,0.0009120701,0.0002224226,0.00006883153,0.9951741,0.0001273531,0.00000455594,0.0005863345],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07483175,"threshold_uncertainty_score":0.2503372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1978601704856138,"score_gpt":0.5300759544520093,"score_spread":0.3322157839663955,"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."}}