{"id":"W1600105506","doi":"10.1111/j.1360-0443.2011.03531.x","title":"INDIVIDUALIZED VERSUS POPULATION‐BASED APPROACHES TO TOBACCO CONTROL – A FALSE DICHOTOMY","year":2011,"lang":"en","type":"letter","venue":"Addiction","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Canadian Institutes of Health Research","keywords":"Tobacco control; Population; Psychology; Medicine; Psychiatry; Environmental health; Public health; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006278761,0.0002479412,0.0004109209,0.0002594648,0.0006473984,0.0001400797,0.0003148947,0.0008613479,0.001130522],"category_scores_gemma":[0.0003858902,0.0002492978,0.0001805922,0.0003147698,0.00006237852,0.0001988085,0.00002400986,0.0006543753,0.0002362425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004103534,"about_ca_system_score_gemma":0.0003360335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03587998,"about_ca_topic_score_gemma":0.006099809,"domain_scores_codex":[0.997328,0.0004975944,0.0003901151,0.0004097589,0.0006946209,0.0006799268],"domain_scores_gemma":[0.9987022,0.0004740403,0.000228707,0.0003139058,0.00006368719,0.0002174489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001487428,0.00002672019,0.02176694,0.00004850362,0.00009114604,0.00001071326,0.001420028,0.000008986571,3.505311e-8,0.002018088,0.9677826,0.00667754],"study_design_scores_gemma":[0.001213888,0.00004535409,0.03346947,0.00005883065,0.0001150877,1.452202e-7,0.0001678047,0.000007901289,5.203362e-7,0.000162513,0.9644881,0.000270361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003714624,0.0002465094,0.0008055927,0.9484341,0.006826706,0.002734618,0.0005240663,0.0005215149,0.03619227],"genre_scores_gemma":[0.09040447,0.00003182899,0.0008241856,0.8951028,0.008121675,0.0007305008,0.001378781,0.00007431658,0.00333143],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08668984,"threshold_uncertainty_score":0.9999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323484094786195,"score_gpt":0.3225253704600322,"score_spread":0.1901769609814127,"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."}}