{"id":"W3156653578","doi":"10.2196/27088","title":"Effects of Providing Tailored Information About e-Cigarettes in a Web-Based Smoking Cessation Intervention: Protocol for a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rijksinstituut voor Volksgezondheid en Milieu; Universiteit Maastricht","keywords":"Smoking cessation; Medicine; Randomized controlled trial; Nicotine replacement therapy; Abstinence; Psychological intervention; Context (archaeology); eHealth; Intervention (counseling); Cotinine; Family medicine; Nicotine; Psychiatry; Health care","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":[0.05219363,0.007031518,0.01158532,0.003737527,0.005147866,0.005492524,0.003845341,0.01097812,0.09244613],"category_scores_gemma":[0.05013974,0.004261341,0.007490305,0.003990684,0.004498497,0.00394115,0.00274738,0.01040515,0.01514945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008173726,"about_ca_system_score_gemma":0.02294564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002667776,"about_ca_topic_score_gemma":0.004800588,"domain_scores_codex":[0.9609298,0.02386333,0.004997351,0.002839989,0.004164932,0.003204521],"domain_scores_gemma":[0.974313,0.008982128,0.004725986,0.003053396,0.006121497,0.002803876],"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":[0.7101253,0.03067524,0.001111415,0.0787723,0.004013208,0.0006153982,0.00130662,0.004759491,0.004414363,0.01010406,0.0395229,0.1145798],"study_design_scores_gemma":[0.8937393,0.02966155,0.002056315,0.009661261,0.001845685,0.0001066201,0.000272727,0.003416559,0.001879895,0.005366049,0.05173697,0.000256947],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003942829,0.00008723939,0.0006174403,0.00007782858,0.0001752187,0.9980989,0.0002729726,0.00004653295,0.0002296429],"genre_scores_gemma":[0.0003473192,0.00004544916,0.001194227,0.00005671672,0.00001969414,0.9981711,0.00003760745,0.000002171952,0.0001257395],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09244613,"threshold_uncertainty_score":0.3092631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09348732610310757,"score_gpt":0.4974178834972444,"score_spread":0.4039305573941369,"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."}}