{"id":"W3139347651","doi":"10.32388/ojm4hf","title":"Modelling Potential Health Gains and Health System Savings Associated with Vaporised Nicotine Products in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Public health; Environmental health; Population; Demography; Medicine; Population health; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00128709,0.0008946169,0.0006953637,0.00116727,0.001035437,0.00173079,0.002240811,0.001297826,0.006259414],"category_scores_gemma":[0.004265137,0.0007006831,0.001609078,0.001632309,0.0008058582,0.0006930474,0.0009043408,0.001139453,0.0002884513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03830328,"about_ca_system_score_gemma":0.02910413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9675335,"about_ca_topic_score_gemma":0.9458429,"domain_scores_codex":[0.9993345,0.0001848971,0.00002116821,0.00008894919,0.0001068655,0.0002635618],"domain_scores_gemma":[0.9983883,0.0006967477,0.000142321,0.00003839469,0.0005803656,0.0001539042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007455162,0.00002013981,0.006381155,0.00005396776,0.00006151608,0.00006558534,0.00004109329,0.9885872,0.00008364185,0.00220567,0.0009294327,0.00149602],"study_design_scores_gemma":[0.0001262862,0.00009312544,0.009225325,0.00008780623,0.0001628711,0.00004077454,0.0003024398,0.982684,0.0001722018,0.002781859,0.004282265,0.00004103966],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8993061,0.001997486,0.01596952,0.003528089,0.0001152438,0.0006543928,0.03042039,0.00020894,0.04779992],"genre_scores_gemma":[0.9828047,0.0007729788,0.004291711,0.0002073526,0.00001160841,0.0001864984,0.003270744,0.00002591147,0.008428609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03830328,"threshold_uncertainty_score":0.2779111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05622735270143678,"score_gpt":0.2865909420026037,"score_spread":0.2303635893011669,"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."}}