{"id":"W4309458498","doi":"10.3390/vaccines10111955","title":"Clinicians Are Not Able to Infer Parental Intentions to Vaccinate Infants with a Seasonal Influenza Vaccine, and Perhaps They Should Not Try: Findings from the Pediatric Influenza Vaccination Optimization Trial (PIVOT)–IV","year":2022,"lang":"en","type":"article","venue":"Vaccines","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Hospital for Sick Children; Public Health Ontario; SickKids Foundation; University of Toronto; Fraser Health; Université Laval; Montreal Children's Hospital; Institut National de Santé Publique du Québec; GDI Integrated Facility Services (Canada); Western University","funders":"Seqirus","keywords":"Vaccination; Medicine; Concordance; Influenza vaccine; Seasonal influenza; Family medicine; Pediatrics; Immunology; Coronavirus disease 2019 (COVID-19); Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001422634,0.0006149182,0.000887199,0.0007761579,0.001411336,0.0002541864,0.0005512684,0.0001513126,0.001236026],"category_scores_gemma":[0.002597354,0.00044463,0.0001971509,0.001565703,0.00001671087,0.0005176554,0.001098246,0.0009708076,0.00004895524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003301063,"about_ca_system_score_gemma":0.0003526616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001065581,"about_ca_topic_score_gemma":0.0009514888,"domain_scores_codex":[0.9950509,0.0003970116,0.001045213,0.001022532,0.00161645,0.0008679155],"domain_scores_gemma":[0.9965243,0.001021127,0.0003587849,0.0007579025,0.0008860599,0.0004518078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06785787,0.0005003383,0.8983391,0.00007315174,0.0003923943,0.00002625633,0.003214583,0.01996681,0.0002214089,0.00006205402,0.008248707,0.001097366],"study_design_scores_gemma":[0.03861424,0.002122786,0.946119,0.00009560106,0.0005309687,0.00002652709,0.003023639,0.003027692,0.0001150195,0.00004689983,0.00565717,0.0006205299],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864849,0.0004017096,0.0002821949,0.007480726,0.0004312822,0.003852694,0.0006415892,0.0001928024,0.0002320396],"genre_scores_gemma":[0.9801647,0.0001346823,0.000970977,0.0158902,0.0008941335,0.001468888,0.0000932162,0.0001148756,0.000268344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04777986,"threshold_uncertainty_score":0.9998887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09098492012135033,"score_gpt":0.3725377068434614,"score_spread":0.281552786722111,"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."}}