{"id":"W6904653478","doi":"10.14288/1.0214482","title":"The Vancouver Medical Association Bulletin: February, 1944","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); MEDLINE; Public health; Disease","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":["metaresearch","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002640461,0.0000879904,0.0001832014,0.00002644655,0.002023301,0.0002673503,0.0002994869,0.0001867344,0.006989632],"category_scores_gemma":[0.01500398,0.0000635006,0.00005638518,0.0004943829,0.00009578589,0.0001020449,0.0001397465,0.0006290509,0.0009001924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009645661,"about_ca_system_score_gemma":0.001485697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00894253,"about_ca_topic_score_gemma":0.01404033,"domain_scores_codex":[0.9978467,0.0002334796,0.000258328,0.0001921404,0.001235535,0.0002337933],"domain_scores_gemma":[0.9978277,0.0009048866,0.0001258146,0.0002846926,0.0003488288,0.0005080816],"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":[0.0001289735,0.0001529857,0.0001008443,0.000002169748,0.00006472373,0.00003105007,0.0000966261,9.832529e-7,0.000001340663,0.00002906717,0.9976887,0.001702517],"study_design_scores_gemma":[0.001824804,0.0001822701,0.0002482935,0.00002209037,0.00007895181,0.00007535178,0.0005131158,0.0001180952,0.000007199733,0.0001632778,0.9966931,0.00007346705],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009621999,0.0001278159,0.0002257552,0.0733657,0.002757569,0.0005325976,0.000002596663,0.00006167119,0.9228301],"genre_scores_gemma":[0.002544804,0.00005659986,0.000607115,0.004494399,0.0005773426,0.0001164472,0.00000391241,0.00001858895,0.9915808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0688713,"threshold_uncertainty_score":0.9998778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02916618203342787,"score_gpt":0.3076054357512008,"score_spread":0.2784392537177729,"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."}}