{"id":"W4385444526","doi":"10.29173/jchla29720","title":"CHLA 2023 Conference Contributed Papers/Congrès de l'ABSC 2023: Communications Libres","year":2023,"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 Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital","funders":"University of Manitoba; McMaster University; University of Ottawa","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"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":[],"category_scores_codex":[0.01396692,0.0004089076,0.001029019,0.0005610082,0.002174102,0.001808447,0.001435895,0.0009575065,0.001373332],"category_scores_gemma":[0.04924719,0.0003611605,0.000480429,0.001599465,0.0002304251,0.0009870959,0.0001753085,0.003721757,0.00003211022],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.07081218,"about_ca_system_score_gemma":0.1678417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5428461,"about_ca_topic_score_gemma":0.7837791,"domain_scores_codex":[0.9859583,0.006694508,0.001829334,0.0002434987,0.002280939,0.002993359],"domain_scores_gemma":[0.9788699,0.009500029,0.003903145,0.0005239668,0.001975484,0.005227437],"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":[0.00007663269,0.0000915526,0.2876977,0.00009403696,0.00125528,0.0007120965,0.001294751,0.00008298842,0.00002509712,0.001786449,0.7040793,0.002804141],"study_design_scores_gemma":[0.002282574,0.0002360502,0.3218514,0.0008895562,0.0002780051,0.0007977207,0.001043508,0.001761099,0.00004240008,0.003588877,0.666987,0.0002418424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07355205,0.2872656,0.0001571458,0.6184443,0.006496173,0.001137824,0.004009336,0.00007705815,0.008860546],"genre_scores_gemma":[0.6422049,0.2887009,0.001156844,0.03053715,0.005039287,0.00003096371,0.0001945303,0.000110989,0.03202446],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5879071,"threshold_uncertainty_score":0.999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902473809524167,"score_gpt":0.3153350057935352,"score_spread":0.2963102676982935,"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."}}