{"id":"W4229971730","doi":"10.1111/add.14693","title":"Response to commentaries","year":2019,"lang":"en","type":"letter","venue":"Addiction","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Neurosciences, Mental Health and Addiction","funders":"","keywords":"Scope (computer science); Psychological intervention; Psychology; Alliance; Craving; Scale (ratio); Addiction; Psychotherapist; Medical education; Medicine; Psychiatry; Computer science; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0229643,0.0021328,0.00253919,0.002356264,0.008379035,0.007386823,0.00668443,0.04716996,0.08368602],"category_scores_gemma":[0.18075,0.00131855,0.002786817,0.002774034,0.004813468,0.008049105,0.007363981,0.05678373,0.05298026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01352775,"about_ca_system_score_gemma":0.01348572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01444801,"about_ca_topic_score_gemma":0.008343839,"domain_scores_codex":[0.9770021,0.005776295,0.003298676,0.002670827,0.007909724,0.003342312],"domain_scores_gemma":[0.8767925,0.06700312,0.006365946,0.003801382,0.0407159,0.005321091],"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":[0.00001613383,0.000005377623,0.00005744721,0.00009810852,0.000004216994,0.00008695142,0.0002847911,0.00001120913,0.00005129458,0.0006461447,0.9970505,0.001687858],"study_design_scores_gemma":[0.00002213574,0.00001702152,0.0005463156,0.0005323764,0.000008390394,0.00008220419,0.001314252,0.00008189597,0.0001318348,0.0007423591,0.9964712,0.00005002311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004237883,0.0009297823,0.0003405247,0.8477064,0.1387246,0.0002806413,0.001112673,0.0004800092,0.01000154],"genre_scores_gemma":[0.002464082,0.0004018473,0.0002579297,0.9631736,0.01491548,0.0005846231,0.000195929,0.0001786075,0.01782779],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.916314,"threshold_uncertainty_score":0.2799577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.452684136404762,"score_gpt":0.6316542069386919,"score_spread":0.1789700705339299,"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."}}