{"id":"W4409804427","doi":"10.1002/adaw.34499","title":"Legalization of cannabis leads to increase in use, decrease in use disorder","year":2025,"lang":"en","type":"article","venue":"Alcoholism & Drug Abuse Weekly","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legalization; Cannabis; Psychiatry; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000578076,0.0002923376,0.0006412248,0.001558389,0.00005673372,0.00008802479,0.0002464586,0.0001670185,0.0001488725],"category_scores_gemma":[0.001692185,0.0002853611,0.0001412208,0.002564455,0.000135542,0.0004455754,0.0001356667,0.0004151599,0.00001963833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000306037,"about_ca_system_score_gemma":0.0008831946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07921249,"about_ca_topic_score_gemma":0.03142666,"domain_scores_codex":[0.9973633,0.0002085487,0.0007371231,0.0005757634,0.0004835016,0.0006318109],"domain_scores_gemma":[0.9982652,0.00005044596,0.000088991,0.0007576456,0.0003817509,0.0004559513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001401424,0.001265049,0.6611654,0.0002437312,0.00005005015,0.0002021772,0.002931024,0.0006741566,0.005831507,0.001916649,0.3202665,0.004052386],"study_design_scores_gemma":[0.00411514,0.0000954085,0.8144266,0.0006187688,0.00006151301,0.000009407943,0.0004138595,0.0005222132,0.002443229,0.00007814875,0.1769291,0.0002866082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730257,0.0003711646,0.00006605001,0.02414992,0.0001386042,0.001228046,0.00004729582,0.00004531565,0.0009278443],"genre_scores_gemma":[0.9482617,0.0002180678,0.000157057,0.002674532,0.00005108812,0.0002100135,0.00009782712,0.00005050544,0.0482792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1532612,"threshold_uncertainty_score":0.9999598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542803385229215,"score_gpt":0.3018782917816657,"score_spread":0.2864502579293736,"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."}}