{"id":"W4403467566","doi":"10.56367/oag-044-11541","title":"Mobilizing pain care knowledge in Canada","year":2024,"lang":"en","type":"article","venue":"Open Access Government","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; 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":[0.0005383215,0.00008357933,0.0001364034,0.00003393986,0.00003642614,0.0002097067,0.0004132735,0.00002909851,0.0009148297],"category_scores_gemma":[0.0002428258,0.00007307487,0.00001444441,0.0005119225,0.0000131038,0.000282595,0.0003438696,0.0002030897,0.00002314165],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007567236,"about_ca_system_score_gemma":0.002777706,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5130067,"about_ca_topic_score_gemma":0.6999584,"domain_scores_codex":[0.9988627,0.00004112525,0.0002392685,0.0002326881,0.0004632955,0.0001609419],"domain_scores_gemma":[0.9995938,0.00006426379,0.00002701729,0.0002261951,0.00004267979,0.00004603241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002494304,0.0001290126,0.05775492,0.0008089006,0.00003366969,0.0001111282,0.001692369,0.00001879755,0.0001329585,0.001722176,0.2074759,0.7300952],"study_design_scores_gemma":[0.000684106,0.00006126568,0.0746621,0.001705791,0.00003613974,0.000009117181,0.02656719,0.00630602,0.001595513,0.00007105233,0.8880707,0.0002310166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7735157,0.002247615,0.000291683,0.007564203,0.002039285,0.001417113,0.00001930636,0.00003071739,0.2128744],"genre_scores_gemma":[0.9956508,0.00002580921,0.0003943403,0.001747115,0.0001177084,0.0001933173,0.00002640729,0.00001622199,0.001828264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7298642,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03416928119919901,"score_gpt":0.4109151183741492,"score_spread":0.3767458371749502,"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."}}