{"id":"W2241690807","doi":"10.1002/ppul.22896","title":"Symposium Session Summaries","year":2013,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institutes of Health; Gilead Sciences","keywords":"Session (web analytics); Citation; Medicine; Salt lake; Library science; Convention; World Wide Web; Computer science; Political science; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009282573,0.0001322105,0.0002671508,0.0002386898,0.00007842478,0.00002642961,0.0001324778,0.0001307893,0.001220103],"category_scores_gemma":[0.0004363199,0.000103632,0.00005992499,0.000312732,0.0001134933,0.0001750569,0.0001275128,0.0002587882,0.001903649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006435292,"about_ca_system_score_gemma":0.0001395995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001654467,"about_ca_topic_score_gemma":0.000004752695,"domain_scores_codex":[0.9987125,0.00005005778,0.0002348442,0.0002909804,0.0002265836,0.0004849873],"domain_scores_gemma":[0.9990258,0.0002361238,0.00006107106,0.000316496,0.0001463951,0.0002141551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002916089,0.0003871583,0.8023565,0.0003661203,0.00004998076,0.0001554588,0.0001350728,0.000009332083,0.05770244,0.0007214207,0.1096768,0.02814805],"study_design_scores_gemma":[0.002559674,0.001549032,0.8516482,0.00003035165,0.0002080417,0.0005211457,0.0002260044,0.001122211,0.003984215,0.006726377,0.1308957,0.0005290082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749678,0.002600672,0.0003548781,0.01099877,0.0004565474,0.0006592495,0.000008020551,0.0002068955,0.009747111],"genre_scores_gemma":[0.9895543,0.001508449,0.003779775,0.0003339794,0.0008667003,0.0001590631,0.00004408249,0.00002580759,0.003727808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05371823,"threshold_uncertainty_score":0.9996929,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.010161772873577,"score_gpt":0.2772716093003805,"score_spread":0.2671098364268035,"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."}}