{"id":"W2785929564","doi":"10.12688/f1000research.11191.1","title":"Psychosocial and pharmacological interventions for the treatment of cannabis use disorder","year":2018,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institutes of Health; GW Pharmaceuticals","keywords":"Open peer review; Psychosocial; Plant biology; Psychological intervention; Medicine; Cannabis; Psychiatry; Physiology; Neuroscience; Psychology; Biology","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":[],"category_scores_codex":[0.0006534512,0.0002467839,0.0005425293,0.0002448104,0.0002738862,0.0001160173,0.0002995898,0.0002814271,0.001047721],"category_scores_gemma":[0.0003493231,0.0001470217,0.00068875,0.0002067256,0.001070544,0.00003364213,0.0004251912,0.0004902548,0.000008706626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002322936,"about_ca_system_score_gemma":0.0005594501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001636655,"about_ca_topic_score_gemma":0.0004066808,"domain_scores_codex":[0.9976849,0.0001694127,0.0004196653,0.0005342368,0.0006545595,0.0005372257],"domain_scores_gemma":[0.9980661,0.0001648513,0.0001004436,0.0005312496,0.0008714211,0.0002658807],"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":[0.003181146,0.003673661,0.01485244,0.002197956,0.001770513,0.00002337155,0.001264745,0.00001014662,0.00116551,0.0003436931,0.8632025,0.1083143],"study_design_scores_gemma":[0.004145521,0.006187234,0.1351656,0.0003446147,0.0006912203,0.00001425522,0.0003390305,0.001615354,0.001236449,0.0007136678,0.8493066,0.0002404369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9004588,0.01298909,0.0008352613,0.07371943,0.0007825531,0.009492285,0.001240688,0.00005909638,0.0004228698],"genre_scores_gemma":[0.6776622,0.04329613,0.001159805,0.0003524745,0.004347761,0.01556559,0.0006199591,0.0002429507,0.2567531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2563303,"threshold_uncertainty_score":0.9998655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.149394226612097,"score_gpt":0.4818862810386007,"score_spread":0.3324920544265036,"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."}}