{"id":"W2942252233","doi":"10.2196/12524","title":"Online Information About Periviable Birth: Quality Assessment","year":2019,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Statistics; Quality (philosophy); Quality assessment; Computer science; Medicine; Mathematics; External quality assessment; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1200769,0.0005067787,0.001578542,0.02064876,0.001192586,0.003595223,0.001634571,0.0008868061,0.003536009],"category_scores_gemma":[0.3189618,0.0004485678,0.001674101,0.01483459,0.001908587,0.003260209,0.00349773,0.001039776,0.000608665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003185624,"about_ca_system_score_gemma":0.008652191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004323157,"about_ca_topic_score_gemma":0.0074409,"domain_scores_codex":[0.8817924,0.04301133,0.03364467,0.002865106,0.03721142,0.001475173],"domain_scores_gemma":[0.4356399,0.2907272,0.09595403,0.01833727,0.1517715,0.007570093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009071109,0.0005268704,0.5712309,0.01691118,0.0008413176,0.0002897324,0.00783717,0.0005853114,0.0006838266,0.0007901248,0.01589823,0.3834982],"study_design_scores_gemma":[0.0002904719,0.001706131,0.8761432,0.0210724,0.001656683,0.001153243,0.01065796,0.005013009,0.003498624,0.002627215,0.0758444,0.0003367984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7902073,0.04112675,0.04469538,0.01846285,0.0008554812,0.02516895,0.03276302,0.001711849,0.04500841],"genre_scores_gemma":[0.8989033,0.01141894,0.06752355,0.001518726,0.0003812442,0.009758325,0.008606195,0.0002091197,0.001680534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200769,"threshold_uncertainty_score":0.635035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06407331867065164,"score_gpt":0.4245403122792589,"score_spread":0.3604669936086073,"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."}}