{"id":"W4406225652","doi":"10.1080/02791072.2025.2449932","title":"The Index of Cannabis Equivalence (ICE): A User-Centered Approach to Standardization of Cannabis Dose–Response","year":2025,"lang":"en","type":"article","venue":"Journal of Psychoactive Drugs","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cannabis; Effects of cannabis; Cannabinoid; Medicine; Psychiatry; Psychology; Pharmacology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002413993,0.0002108739,0.0006378705,0.000702695,0.0001308763,0.00004144789,0.000458326,0.0001172197,0.00003510969],"category_scores_gemma":[0.0009135184,0.0001439603,0.000366317,0.001327205,0.0002791034,0.0001569215,0.00009597978,0.0005182509,0.000001038371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004729858,"about_ca_system_score_gemma":0.001732884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002106014,"about_ca_topic_score_gemma":0.00002486173,"domain_scores_codex":[0.9967268,0.0003748056,0.000991957,0.0002561224,0.001263379,0.0003869582],"domain_scores_gemma":[0.9958455,0.00007002449,0.000698963,0.0005111628,0.002596672,0.0002777075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1128037,0.002536552,0.01301898,0.0009233534,0.001880229,0.00003091148,0.01140819,0.0009882052,0.1019776,0.001664536,0.7040986,0.04866921],"study_design_scores_gemma":[0.01184035,0.003775386,0.4591827,0.00151648,0.0004301301,0.0001349439,0.01871276,0.0004162904,0.05955323,0.0005772868,0.4434662,0.0003942475],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9174146,0.001127964,0.02600027,0.04602914,0.0007530745,0.001302256,0.0001290448,0.00001185533,0.007231817],"genre_scores_gemma":[0.9843313,0.0001741555,0.0003771458,0.0003296812,0.0001181382,0.00003130217,0.000002262559,0.0000256911,0.01461038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4461637,"threshold_uncertainty_score":0.5870532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01471395256034442,"score_gpt":0.3386380681542911,"score_spread":0.3239241155939467,"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."}}