{"id":"W3133854827","doi":"10.1097/cxa.0000000000000106","title":"2020 – A Year of Reckoning","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.0001134544,0.00003943969,0.000113996,0.00006475577,0.00005757922,0.000008645664,0.00003568387,0.00002806468,0.0004826394],"category_scores_gemma":[0.0001081451,0.00002799785,0.00007192336,0.0001541702,0.00002960928,0.00003168309,0.000002713398,0.0001308955,0.000009885987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001501599,"about_ca_system_score_gemma":0.001632343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002988386,"about_ca_topic_score_gemma":0.01961572,"domain_scores_codex":[0.9995595,0.00003085774,0.0001669816,0.00003813776,0.000118562,0.00008600769],"domain_scores_gemma":[0.9993894,0.00001805064,0.0001066658,0.0001065074,0.0002184111,0.0001609393],"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":[0.001032835,0.0005603689,0.3754779,0.000257355,0.004667193,0.006249543,0.03260736,0.0009718032,0.01936572,0.005133144,0.4269272,0.1267496],"study_design_scores_gemma":[0.005112492,0.001561001,0.7526671,0.001366489,0.001557938,0.004658269,0.00725367,0.0001431291,0.02533996,0.001052383,0.1990847,0.0002028678],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811731,0.002948381,0.00002953662,0.008603197,0.0004969589,0.00007669917,0.00002130121,0.00000301661,0.006647793],"genre_scores_gemma":[0.9984786,0.0001018829,0.0004195126,0.0001474022,0.0001517484,5.107647e-7,0.000005699205,0.00000719067,0.0006874827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3771892,"threshold_uncertainty_score":0.9982737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01188124336768018,"score_gpt":0.2371711084169555,"score_spread":0.2252898650492753,"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."}}