{"id":"W4309855331","doi":"10.3390/curroncol29120713","title":"Advancing Tobacco Cessation in LMICs","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"World Health Organization","keywords":"Psychological intervention; Medicine; Smoking cessation; Low and middle income countries; Tobacco control; Context (archaeology); Environmental health; Tobacco use; Developing country; Economic growth; Public health; Pathology; Population; Nursing","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":[0.002450299,0.0006376338,0.00110942,0.001873424,0.0005910331,0.001955725,0.000651692,0.001623772,0.006151205],"category_scores_gemma":[0.003476149,0.0002319536,0.0009021548,0.001692023,0.0005402917,0.001612332,0.001494534,0.002150639,0.001122691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596455,"about_ca_system_score_gemma":0.00540918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005019866,"about_ca_topic_score_gemma":0.01094118,"domain_scores_codex":[0.9991193,0.0004412619,0.00009505934,0.00006435105,0.0001889288,0.00009112147],"domain_scores_gemma":[0.9988465,0.0006954589,0.0001364888,0.00002543976,0.0002101102,0.00008592219],"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":[0.00004591647,0.0001061129,0.0005547067,0.06888571,0.0002367409,0.0001175219,0.0004897122,0.0001629309,0.0005993227,0.003863624,0.02865905,0.8962787],"study_design_scores_gemma":[0.00004356137,0.000185123,0.005417272,0.0988774,0.0004980488,0.0007283996,0.0009134022,0.0001843261,0.0004227653,0.003281798,0.8894229,0.00002492016],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002949196,0.9953988,0.00007689013,0.002635677,0.000194112,0.00001778046,0.00001456061,0.000007192731,0.001360091],"genre_scores_gemma":[0.002901069,0.9952039,0.0002015634,0.001140621,0.0001891786,0.00002639599,0.00002104809,0.000001747581,0.0003146547],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006151205,"threshold_uncertainty_score":0.02057779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2451376057370566,"score_gpt":0.4996935277327715,"score_spread":0.2545559219957149,"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."}}