{"id":"W3117062738","doi":"10.1097/pq9.0000000000000370","title":"Vaping: Impact of Improving Screening Questioning in Adolescent Population: A Quality Improvement Initiative","year":2020,"lang":"en","type":"article","venue":"Pediatric Quality and Safety","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Medicine; Intervention (counseling); PDCA; Electronic cigarette; Family medicine; Quality management; Population; Environmental health; Nursing; Service (business)","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":[0.001208151,0.0001467982,0.0004081646,0.0001024224,0.0000818549,0.00001601717,0.00004439609,0.000105579,0.00003400701],"category_scores_gemma":[0.0004739403,0.0001354785,0.0001224052,0.000383065,0.00002763088,0.0001602419,0.00005407873,0.0002940344,3.768999e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156818,"about_ca_system_score_gemma":0.0001121632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002743965,"about_ca_topic_score_gemma":0.00001983044,"domain_scores_codex":[0.9981158,0.0002128254,0.0008396821,0.0002936955,0.0003461707,0.0001917798],"domain_scores_gemma":[0.9990833,0.0001362872,0.0003809935,0.0001336135,0.0001118501,0.0001539202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005069578,0.000130774,0.9796616,0.0004517711,0.00001893166,0.000002503284,0.001749452,0.00007384426,0.0003611878,0.0001770458,0.000004221921,0.01686167],"study_design_scores_gemma":[0.002164285,0.0002928626,0.996029,0.00005931475,0.000106388,0.000001549022,0.000576983,0.0004780841,0.00008307028,0.00006394502,0.000001826677,0.0001426799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921114,0.0001446573,0.006575924,0.0006382365,0.00004184944,0.000339207,0.00002913661,0.00004195394,0.00007758768],"genre_scores_gemma":[0.9988915,0.00009078174,0.0003623407,0.0003007268,0.0002469376,0.00000809672,0.00008665922,0.0000105724,0.000002329494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01671899,"threshold_uncertainty_score":0.5524652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1352710371252767,"score_gpt":0.3930760252784649,"score_spread":0.2578049881531882,"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."}}