{"id":"W4313550083","doi":"10.3389/fped.2022.997349","title":"Comparison of the Canadian vs. the international risk scoring tool for respiratory syncytial virus prophylaxis in moderate-to-late preterm infants","year":2023,"lang":"en","type":"article","venue":"Frontiers in Pediatrics","topic":"Respiratory viral infections research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster Children's Hospital; Niagara Health System; McMaster University","funders":"","keywords":"Medicine; Palivizumab; Respiratory system; Pediatrics; Virus; Bronchiolitis; Intensive care medicine; Internal medicine; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003908995,0.0006572918,0.0005431036,0.0009634629,0.0004435674,0.0006916226,0.0007873842,0.0003897476,0.0008162588],"category_scores_gemma":[0.01420667,0.0001487088,0.000884354,0.0008871965,0.0002704216,0.0003457997,0.0007728107,0.0004660466,0.0001424865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004707311,"about_ca_system_score_gemma":0.007003928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4408746,"about_ca_topic_score_gemma":0.4655948,"domain_scores_codex":[0.9970548,0.0007375426,0.0001840785,0.0002427444,0.001485844,0.0002949443],"domain_scores_gemma":[0.9952731,0.001224095,0.0009476409,0.0001252903,0.001773044,0.0006569484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002620786,0.00008963561,0.9723446,0.0001225737,0.0005659071,0.00004421499,0.0002234004,0.0006223649,0.000284429,0.000176985,0.001062636,0.02184239],"study_design_scores_gemma":[0.0001139305,0.0007860771,0.9947757,0.00004441984,0.0001862621,0.00009827295,0.0001931318,0.002779819,0.0001521605,0.00005037504,0.0008016919,0.00001808829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947709,0.0013867,0.0005090325,0.0002198123,0.00006776066,0.000108073,0.0008680381,0.00001374047,0.002056097],"genre_scores_gemma":[0.9974408,0.0003790021,0.0008225194,0.00004558905,0.00002280591,0.00006799723,0.0008754964,0.000004658965,0.0003409597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5591254,"threshold_uncertainty_score":0.8766169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04676386386152337,"score_gpt":0.3578816470514495,"score_spread":0.3111177831899261,"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."}}