{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1116322,0.0009116394,0.002622765,0.002716551,0.002740203,0.008482829,0.005265413,0.01360353,0.003662002],"category_scores_gemma":[0.1103341,0.0006605085,0.00152381,0.001839186,0.0349823,0.01246727,0.008373098,0.02677098,0.0008211675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007926609,"about_ca_system_score_gemma":0.008357391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863516,"about_ca_topic_score_gemma":0.004014819,"domain_scores_codex":[0.8847095,0.07928474,0.005087443,0.007067031,0.02177426,0.002077017],"domain_scores_gemma":[0.8865932,0.08836558,0.004764748,0.008604878,0.007365727,0.004305852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000956374,0.0005673561,0.002973576,0.007659947,0.001282829,0.0001617386,0.003709041,0.001506457,0.0003117701,0.5950723,0.05547921,0.3303193],"study_design_scores_gemma":[0.0008841621,0.001139309,0.004372898,0.01564628,0.0007888727,0.000354514,0.002324542,0.001760372,0.0005398639,0.7998882,0.1721774,0.0001235936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003580006,0.1146262,0.01167386,0.8484938,0.01141512,0.0001739663,0.0001069767,0.00005886229,0.00987114],"genre_scores_gemma":[0.2028899,0.073313,0.01990967,0.6744175,0.02606103,0.001228485,0.0001031427,0.0001369644,0.00194025],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1116322,"threshold_uncertainty_score":0.5903746,"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."}}