{"id":"W4238998306","doi":"10.29173/jchla29419","title":"Editor's Message","year":2019,"lang":"fr","type":"article","venue":"Journal of the Canadian Health Libraries Association / Journal de l Association de bilbiothèques de la santé du Canada","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.03959773,0.0003941983,0.001018585,0.0004335757,0.002790381,0.001518864,0.001346024,0.001714139,0.006553269],"category_scores_gemma":[0.06586567,0.000335677,0.000466332,0.0009004656,0.0001023577,0.002292735,0.0001289012,0.009166118,0.00005049897],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.09301402,"about_ca_system_score_gemma":0.2514691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6588633,"about_ca_topic_score_gemma":0.8033062,"domain_scores_codex":[0.9672012,0.02375527,0.002363351,0.000247501,0.003267646,0.003165001],"domain_scores_gemma":[0.9600241,0.02351549,0.009179066,0.0003539908,0.00201129,0.004916115],"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":[0.00007318007,0.00004580046,0.271377,0.0002293244,0.0004449877,0.0001443355,0.002888303,0.00009288502,0.000004891241,0.00118552,0.721675,0.001838831],"study_design_scores_gemma":[0.001343211,0.0002017837,0.09194113,0.0009789474,0.000115133,0.000348263,0.002485988,0.00030956,0.00001276814,0.004415733,0.8975809,0.0002666038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05263002,0.2427843,0.000157115,0.6315148,0.05817645,0.001040315,0.0009772279,0.00002896134,0.01269075],"genre_scores_gemma":[0.3679135,0.2753933,0.003175131,0.1731709,0.09417131,0.00002171936,0.00003814723,0.0002466708,0.08586932],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4583439,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009445917021156144,"score_gpt":0.3282023217095547,"score_spread":0.3187564046883986,"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."}}