{"id":"W4381956682","doi":"10.1097/cxa.0000000000000138","title":"Diverse Hopes for 2022","year":2022,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Addiction; Medicine; Mental health; Psychological intervention; Psychiatry; Pandemic; Legalization; Cannabis; Psychology; Coronavirus disease 2019 (COVID-19); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006693079,0.00004099966,0.00009152851,0.0002056805,0.0007201867,0.00002369211,0.0001116007,0.00001623585,0.002136843],"category_scores_gemma":[0.00008683794,0.00002920847,0.0001162861,0.0001762946,0.00005750044,0.00003982066,0.00001282871,0.0003137522,0.000002742587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004880413,"about_ca_system_score_gemma":0.001716712,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006802307,"about_ca_topic_score_gemma":0.01972348,"domain_scores_codex":[0.9993352,0.00004596788,0.0001339103,0.00004908417,0.0002670066,0.0001688601],"domain_scores_gemma":[0.9993408,0.000009043493,0.00007863505,0.00009545152,0.0001962414,0.0002797825],"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":[0.0002201006,0.00001308239,0.0004380314,0.00000549501,0.0000622197,0.00006667056,0.0004068775,0.0001692942,0.0004311915,0.0003546343,0.9719272,0.02590517],"study_design_scores_gemma":[0.0007410879,0.0008064818,0.008947296,0.0000076575,0.00007336722,0.0006853807,0.001200386,0.0001225935,0.0001428628,0.0001622313,0.9870765,0.0000342194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7594552,0.004541067,0.0002177575,0.2268895,0.003038448,0.001097928,0.0004077711,0.00001393902,0.004338414],"genre_scores_gemma":[0.9828213,0.00002222271,0.00002877842,0.001318923,0.0005785525,0.00002712903,0.00001227131,0.0000126465,0.01517818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2255706,"threshold_uncertainty_score":0.9998115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173681590508487,"score_gpt":0.2724349391630916,"score_spread":0.2506981232580067,"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."}}