{"id":"W4381929715","doi":"10.1177/20552076231182807","title":"Cocreation of a conversational agent to help patients adhere to their varenicline treatment: A study protocol","year":2023,"lang":"en","type":"article","venue":"Digital Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Schwartz/Reisman Emergency Medicine Institute; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research; Canadian Cancer Society","keywords":"Varenicline; Smoking cessation; Psychological intervention; Toolbox; Protocol (science); Test (biology); Pharmacy; Medicine; Psychology; Applied psychology; Medical education; Alternative medicine; Computer science; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03892642,0.003074781,0.003393352,0.002099814,0.006120472,0.002760886,0.004546507,0.006430189,0.07575225],"category_scores_gemma":[0.03191476,0.003178351,0.002793164,0.001567825,0.003072747,0.003079317,0.003645725,0.008571433,0.01605105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005281239,"about_ca_system_score_gemma":0.02433163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003436266,"about_ca_topic_score_gemma":0.005962883,"domain_scores_codex":[0.9842407,0.01006257,0.001550324,0.001583196,0.001155578,0.001407615],"domain_scores_gemma":[0.9794489,0.008604046,0.001819505,0.002986563,0.003429718,0.003711383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2606004,0.2038102,0.004953504,0.04105687,0.0007997279,0.002897796,0.0129941,0.004990729,0.007818229,0.01839376,0.09827129,0.3434135],"study_design_scores_gemma":[0.4717382,0.1627852,0.01468123,0.01332522,0.0007161344,0.000578452,0.007372737,0.004508355,0.004841654,0.01075784,0.3080645,0.000630461],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002585663,0.00007897538,0.002099281,0.0001821726,0.0001001946,0.9934664,0.0005234755,0.00005332923,0.0009103479],"genre_scores_gemma":[0.001051408,0.00006118006,0.00179169,0.0001262824,0.00001641554,0.9965923,0.00006657991,0.000002943448,0.0002910752],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07575225,"threshold_uncertainty_score":0.2534165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08220766875375601,"score_gpt":0.4528170137496475,"score_spread":0.3706093449958915,"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."}}