{"id":"W4230739483","doi":"10.1002/ppul.22679","title":"Program and Papers","year":2012,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Nuclear Safety Commission","keywords":"Citation; Library science; Medicine; Convention; Computer science; Law; Political 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":[],"consensus_categories":[],"category_scores_codex":[0.0001286049,0.00008431799,0.000167321,0.0001237419,0.00003894526,0.000006604472,0.00004511731,0.00007675772,0.0001485978],"category_scores_gemma":[0.0003526326,0.00006818494,0.00002755657,0.0001870906,0.00009484788,0.00007578408,0.00006272372,0.0001615999,0.0001064805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002710625,"about_ca_system_score_gemma":0.00003916487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001079574,"about_ca_topic_score_gemma":0.00000144063,"domain_scores_codex":[0.9991003,0.00002690895,0.0001192551,0.0001503022,0.0001222577,0.0004810152],"domain_scores_gemma":[0.9994177,0.0001141144,0.00002953425,0.00014858,0.00002681323,0.0002633206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009786258,0.0002405147,0.8342373,0.00009310822,0.0000158132,0.00001804903,0.00006325123,8.566403e-8,0.001697048,0.0003326229,0.001289594,0.1619147],"study_design_scores_gemma":[0.0006304415,0.0005588369,0.806961,0.000002663889,0.0000815188,0.0003443313,0.00005423176,0.00002703646,0.00009466873,0.0001300236,0.1910092,0.0001060454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753698,0.01149125,0.00002077052,0.001252843,0.000199393,0.0004416727,0.00000346461,0.0001524887,0.01106837],"genre_scores_gemma":[0.9905254,0.001369488,0.006601288,0.0001200141,0.0007727055,0.00008484571,0.00001018925,0.00001274561,0.0005033728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1897196,"threshold_uncertainty_score":0.2780501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01402658578687264,"score_gpt":0.3198515636630228,"score_spread":0.3058249778761501,"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."}}