{"id":"W4385973246","doi":"10.1016/j.pmedr.2023.102372","title":"Clinical guidance for e-cigarette (vaping) cessation: Results from a modified Delphi panel approach","year":2023,"lang":"en","type":"article","venue":"Preventive Medicine Reports","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Smoking cessation; Delphi method; Medicine; Delphi; Health care; Family medicine; Resource (disambiguation); Nursing; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003673529,0.0002533676,0.0007000618,0.0001908055,0.0001381259,0.00001491941,0.0001063723,0.0002368343,0.00004219633],"category_scores_gemma":[0.003689443,0.0002045513,0.0002456748,0.0005356257,0.0001955336,0.0001075837,0.000061902,0.0003256735,0.000003270433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008984576,"about_ca_system_score_gemma":0.0001520678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001660023,"about_ca_topic_score_gemma":0.000003337036,"domain_scores_codex":[0.9961032,0.0001434227,0.001661207,0.0009157928,0.0008220662,0.0003542799],"domain_scores_gemma":[0.9971796,0.0005627036,0.0008347555,0.0007854688,0.0004297724,0.0002077444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002475646,0.001156725,0.7568018,0.0005847058,0.001098858,0.001845242,0.009411415,0.0001891923,0.002314235,0.0002837887,0.1472368,0.0766016],"study_design_scores_gemma":[0.005609226,0.0004160273,0.980338,0.0009097044,0.0009696514,0.0001490856,0.0008449667,0.002489543,0.0005868967,0.002522555,0.004880939,0.0002833622],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647288,0.0002337115,0.02322363,0.002806859,0.001891261,0.001725751,0.0000600844,0.0004281406,0.004901726],"genre_scores_gemma":[0.9906784,0.00008508141,0.0006102294,0.0002673669,0.001727799,0.000333809,0.003038718,0.00004764429,0.003210944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2235363,"threshold_uncertainty_score":0.8341359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1900170398164438,"score_gpt":0.4049150611820514,"score_spread":0.2148980213656076,"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."}}