{"id":"W4408837814","doi":"10.12775/qs.2025.39.59154","title":"Cannabis Use and Mental Health: A Critical Analysis of Current Research","year":2025,"lang":"en","type":"article","venue":"Quality in Sport","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Current (fluid); Cannabis; Psychology; Psychiatry; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.003861895,0.00009149686,0.000613877,0.001195244,0.0000814754,0.0000262656,0.00008291329,0.00006485771,0.000116841],"category_scores_gemma":[0.0008066888,0.00008280063,0.0001269223,0.002452536,0.0004534908,0.00006267845,0.000120211,0.0004618946,0.000001277937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002843291,"about_ca_system_score_gemma":0.0008407985,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01106404,"about_ca_topic_score_gemma":0.002678616,"domain_scores_codex":[0.9976513,0.0001979789,0.000619134,0.0003394885,0.0007676338,0.000424459],"domain_scores_gemma":[0.9988784,0.00005095369,0.00003974059,0.0003957641,0.0004097501,0.0002254564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003391274,0.0006115602,0.9094244,0.0007769697,0.0001419197,0.00001306378,0.0009402226,8.974949e-7,0.0001760568,0.01632007,0.06397038,0.007285364],"study_design_scores_gemma":[0.0005272497,0.0001211756,0.9203223,0.0001431423,0.00005110923,0.000001691628,0.000969069,0.0001287185,0.0001041239,0.0001246218,0.07744721,0.00005960785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413583,0.001931654,0.00001404137,0.05576547,0.00007740923,0.0003964509,0.00008582707,0.000009861851,0.0003610316],"genre_scores_gemma":[0.9956774,0.0004046435,0.00004108395,0.000321082,0.00002037444,0.00004344866,0.00007406934,0.000006036868,0.003411936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05544439,"threshold_uncertainty_score":0.9955214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1561520609478453,"score_gpt":0.5429338500472451,"score_spread":0.3867817890993999,"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."}}