{"id":"W2894348807","doi":"10.1542/peds.2018-2298","title":"Screening Tools for Who Will Start Smoking and the Future of Clinical Prediction","year":2018,"lang":"en","type":"letter","venue":"PEDIATRICS","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Environmental health","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":[0.00491758,0.00036636,0.000600008,0.001562426,0.001107233,0.001813453,0.0009714868,0.005184263,0.003583131],"category_scores_gemma":[0.05176121,0.0003098622,0.0003095244,0.0006151792,0.00126321,0.003463595,0.001087018,0.008822164,0.002031167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001636319,"about_ca_system_score_gemma":0.001669238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004376677,"about_ca_topic_score_gemma":0.005425049,"domain_scores_codex":[0.9965731,0.001905319,0.0003505512,0.0001950295,0.0007352547,0.0002407397],"domain_scores_gemma":[0.9722353,0.01837831,0.001867378,0.0007510949,0.005103324,0.00166463],"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":[0.0001324634,0.0002650411,0.2053454,0.0001084503,0.00003117881,0.003623669,0.00129947,0.0003508445,0.0002629088,0.009342184,0.6025921,0.1766462],"study_design_scores_gemma":[0.0003798816,0.0008269753,0.1413429,0.00635802,0.0001510403,0.02641882,0.01233656,0.02444356,0.0009532843,0.1243032,0.6621512,0.0003346684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01054699,0.00446579,0.001538994,0.970646,0.003212492,0.00005038748,0.0001115756,0.0000754246,0.009352302],"genre_scores_gemma":[0.5675925,0.01671004,0.01183364,0.3538001,0.03742373,0.0004046943,0.000621251,0.00008216024,0.01153191],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.005184263,"threshold_uncertainty_score":0.02600694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06697917490282693,"score_gpt":0.3442123295478389,"score_spread":0.277233154645012,"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."}}