{"id":"W2026583635","doi":"10.1503/cmaj.1060087","title":"Changes at CMAJ","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Association (psychology); Management; Operations research; Library science; Medicine; Computer science; Philosophy; Engineering; Economics; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003512383,0.0006535362,0.0009510434,0.002462801,0.003690489,0.007959942,0.002312463,0.007552007,0.4061502],"category_scores_gemma":[0.03148345,0.0006931475,0.001315135,0.001960444,0.0008541963,0.00254996,0.001376982,0.008846322,0.2830256],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0030216,"about_ca_system_score_gemma":0.006519546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007247724,"about_ca_topic_score_gemma":0.01382189,"domain_scores_codex":[0.9956847,0.000295733,0.0003660588,0.0004071672,0.002494646,0.0007517145],"domain_scores_gemma":[0.9813824,0.0014808,0.0005932609,0.001260599,0.009346562,0.005936397],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002046967,0.0000166616,0.00007243257,0.00004615564,0.000002492948,0.0000397731,0.000007819406,0.000007912377,0.00007629086,0.0007243669,0.9876502,0.01133549],"study_design_scores_gemma":[0.00002184075,0.00001634558,0.001089585,0.00006202242,0.000004536003,0.00008595142,0.00002923787,0.0000173246,0.00007013024,0.0002874956,0.9983044,0.00001099876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0007234555,0.003155641,0.0004354476,0.127344,0.6744702,0.0001743799,0.002394423,0.001591715,0.1897107],"genre_scores_gemma":[0.008303935,0.002835118,0.001209251,0.131119,0.1441841,0.0002124745,0.002418088,0.0007379572,0.7089801],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9969784,"threshold_uncertainty_score":0.8470547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04353179092228855,"score_gpt":0.354400423799031,"score_spread":0.3108686328767424,"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."}}