{"id":"W4300008029","doi":"10.1002/ppul.22898","title":"Poster Session Abstracts","year":2013,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Hospital for Sick Children; University of Toronto","keywords":"Medicine; Session (web analytics); Medical education; Medical physics; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002084915,0.0001196904,0.0002756534,0.0002438138,0.0001003158,0.00006402135,0.0002193809,0.000112699,0.01780006],"category_scores_gemma":[0.0000743198,0.0001259916,0.00007481372,0.0001461914,0.00005403861,0.0003023288,0.0001309551,0.0001084003,0.1825386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004603948,"about_ca_system_score_gemma":0.0000101046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003019524,"about_ca_topic_score_gemma":0.000002559432,"domain_scores_codex":[0.9987235,0.000006394111,0.0004706511,0.0004114837,0.00001660351,0.0003713749],"domain_scores_gemma":[0.9993559,0.00004085209,0.0002452765,0.0002513019,0.00002419952,0.0000824434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000006676729,0.0001217035,0.3407406,0.00002140719,0.00004194202,0.000008343073,0.0003657843,0.00002024831,0.00001341685,0.0168441,0.6401972,0.001618559],"study_design_scores_gemma":[0.0007070272,0.00006756045,0.6053436,0.000001968841,0.00001565364,0.00001586514,0.0002282615,0.0002131189,0.00002663364,0.03896767,0.3538689,0.0005437201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5090757,0.001290978,0.00003643149,0.0009413227,0.002976318,0.0001608363,0.00005029681,0.00005902509,0.4854091],"genre_scores_gemma":[0.9197951,0.0003923631,0.0001775289,0.0004100699,0.0003388491,0.00003568799,0.000007097096,0.00001219067,0.07883112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4107194,"threshold_uncertainty_score":0.9830978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595839332997829,"score_gpt":0.1983165363466346,"score_spread":0.1723581430166563,"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."}}