{"id":"W2258470765","doi":"10.1111/add.13273","title":"Commentary on Lipperman‐Kreda <i>et al</i>. (2016): Robust methods with a weak outcome measure still lead to consistent conclusions—even so, it may be time for recommendations to move from traditional tobacco control strategies to a relevant endgame strategy","year":2016,"lang":"en","type":"letter","venue":"Addiction","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Enforcement; Law enforcement; Tobacco control; Psychology; Compliance (psychology); Quality (philosophy); Criticism; Business; Social psychology; Public relations; Medicine; Political science; Public health; Nursing; Law","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04825165,0.002490728,0.004625207,0.002679479,0.008417434,0.009830046,0.01609009,0.07085323,0.01029057],"category_scores_gemma":[0.2737514,0.002418221,0.004137819,0.003513104,0.01341546,0.01136827,0.005962612,0.09108145,0.0158158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01141044,"about_ca_system_score_gemma":0.02358561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03922335,"about_ca_topic_score_gemma":0.0342617,"domain_scores_codex":[0.9592896,0.0170068,0.005539473,0.004932431,0.01105673,0.002174874],"domain_scores_gemma":[0.7879373,0.1458102,0.008607999,0.005656128,0.04520956,0.006778738],"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":[0.00002614836,0.000005564822,0.00005950587,0.0002379767,0.00001355329,0.00003937199,0.000203656,0.00001688036,0.0000179236,0.0007503868,0.9966006,0.002028535],"study_design_scores_gemma":[0.0001852405,0.00005948839,0.0006421164,0.005152113,0.0001163002,0.0003966504,0.00162729,0.0003078761,0.0003077871,0.01218935,0.9788039,0.0002119536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005267609,0.002037466,0.0001217647,0.9495878,0.04763507,0.00002471427,0.000137714,0.00004085107,0.0003620331],"genre_scores_gemma":[0.0005749496,0.001127148,0.0001999507,0.975345,0.02169888,0.00008906374,0.00002600668,0.0000400608,0.0008989078],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07085323,"threshold_uncertainty_score":0.2551821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07830479087487302,"score_gpt":0.3477232185460744,"score_spread":0.2694184276712013,"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."}}