{"id":"W4206671240","doi":"10.1186/s42238-021-00116-7","title":"A mixed methods analysis of cannabis use routines for chronic pain management","year":2022,"lang":"en","type":"article","venue":"Journal of Cannabis Research","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Dental and Craniofacial Research; National Institute on Drug Abuse","keywords":"Inhalation; Cannabis; Medicine; Cannabinoid; Inhalation exposure; Anesthesia; Psychiatry; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.028318,0.0002703569,0.001312535,0.005263261,0.000506299,0.0001111045,0.0008202392,0.0001113982,0.001140118],"category_scores_gemma":[0.002756236,0.0002293826,0.001366133,0.006324633,0.0003536494,0.0001950288,0.0006212334,0.001376558,0.000001181669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002007514,"about_ca_system_score_gemma":0.002176792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006824691,"about_ca_topic_score_gemma":0.0002620513,"domain_scores_codex":[0.9903958,0.002941868,0.001438591,0.0004831343,0.003594323,0.001146284],"domain_scores_gemma":[0.9938262,0.0002701062,0.0005746001,0.0008520944,0.00386538,0.0006116099],"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":[0.002341775,0.0008066958,0.002483263,0.0008704438,0.005288848,0.0003277472,0.0007240699,0.002234624,0.01131532,0.0009007502,0.7792459,0.1934605],"study_design_scores_gemma":[0.002659087,0.004818499,0.04720978,0.00007598627,0.001436375,0.00009263807,0.00347271,0.007319333,0.002815436,0.0002143468,0.9296583,0.0002275345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8130934,0.01342289,0.02315327,0.1410131,0.00124609,0.005873697,0.0005904089,0.00005689785,0.001550332],"genre_scores_gemma":[0.7467951,0.001470221,0.02398572,0.0008353055,0.001236572,0.002051456,0.0001573623,0.0002649801,0.2232033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.221653,"threshold_uncertainty_score":0.999773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09735100221514484,"score_gpt":0.4573473908503813,"score_spread":0.3599963886352365,"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."}}