{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002533132,0.0002032285,0.0002973955,0.0004102283,0.0008255838,0.00002052,0.0003042576,0.0006180911,0.005279248],"category_scores_gemma":[0.002501541,0.0001981754,0.00005055057,0.0004002555,0.00004031231,0.0001655198,0.0001546597,0.00217701,0.02617523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00103578,"about_ca_system_score_gemma":0.001150219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009580536,"about_ca_topic_score_gemma":0.0001458272,"domain_scores_codex":[0.9944931,0.002828799,0.0007655263,0.0004204343,0.0006257702,0.0008663863],"domain_scores_gemma":[0.9900087,0.008673239,0.0003747373,0.0006173382,0.0002013133,0.0001246357],"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":[0.0001038057,0.000001836154,0.0005368784,0.00006110923,0.000009440405,0.000005083578,0.003571186,7.282172e-7,0.00005106186,0.000009850499,0.9952453,0.000403752],"study_design_scores_gemma":[0.0003889602,0.000131785,0.00359474,0.0001484698,0.00001346812,0.000001333905,0.0003353419,0.00000395573,0.000009401405,0.00002651127,0.9951776,0.000168438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00224384,0.0000049517,0.0004069278,0.9857484,0.004432879,0.001859719,0.0006024386,0.0001734476,0.004527424],"genre_scores_gemma":[0.0004460149,0.000005357805,0.0003450464,0.9510268,0.00327108,0.0005384962,0.0002697129,0.00004518152,0.0440523],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03952488,"threshold_uncertainty_score":0.9956301,"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."}}