{"id":"W2738597107","doi":"","title":"Shaping of a new era for health fi nancing","year":2016,"lang":"en","type":"article","venue":"","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Varenicline; Psychiatry; Medicine; Bupropion; Smoking cessation; Population; Alcohol use disorder; Substance abuse; Environmental health; Nicotine; Alcohol","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005602207,0.00006536277,0.0003303823,0.00009357954,0.0000514249,0.000007280717,0.00007972348,0.00005435084,0.00013115],"category_scores_gemma":[0.0000675973,0.00004043491,0.00008817109,0.00007470646,0.000009877584,0.00009815025,0.00001508682,0.00002893733,0.00007312435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001009701,"about_ca_system_score_gemma":0.0001139649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006602095,"about_ca_topic_score_gemma":0.0002653819,"domain_scores_codex":[0.9988956,0.000003368796,0.0006463143,0.0001845661,0.0000161616,0.0002539674],"domain_scores_gemma":[0.9993864,0.00001929206,0.0002960756,0.0001608088,0.00002030841,0.0001170571],"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":[0.0000195674,0.00003376091,0.02554515,0.0006231549,0.00004390774,2.791685e-7,0.001257153,0.00000279074,0.0001316766,0.5449449,0.01272679,0.4146708],"study_design_scores_gemma":[0.0032116,0.0007351365,0.08283938,0.0007720799,9.979631e-7,0.000008015925,0.0002458337,0.000444445,0.0007688774,0.08007768,0.8303662,0.0005297742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2643645,0.008253808,0.6224351,0.07168803,0.002354011,0.001741755,0.0003594122,0.0001385669,0.02866483],"genre_scores_gemma":[0.9826139,0.0001828255,0.00409844,0.0009364189,0.0002221111,0.00001302698,0.000001324967,0.00001633433,0.01191562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8176394,"threshold_uncertainty_score":0.9980437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1221165595445887,"score_gpt":0.3045495637331865,"score_spread":0.1824330041885978,"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."}}