{"id":"W2066611470","doi":"10.1002/ppul.20779","title":"How to get your paper rejected","year":2008,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital of Winnipeg","funders":"","keywords":"Medicine; Pulmonology; Medical education; Pulmonary medicine; Pediatrics; Family medicine; Intensive care medicine; Ophthalmology","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":[],"category_scores_codex":[0.0006171946,0.0001110556,0.0002037664,0.000390107,0.001017845,0.000007926244,0.0003354867,0.000239149,0.0006787146],"category_scores_gemma":[0.002206985,0.00009360177,0.000031878,0.001083977,0.00005879067,0.0002054813,0.000124416,0.0006183122,0.003052582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769017,"about_ca_system_score_gemma":0.001678404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006764599,"about_ca_topic_score_gemma":0.0001586516,"domain_scores_codex":[0.9973797,0.0004560387,0.0003263287,0.0003697645,0.0002678807,0.001200283],"domain_scores_gemma":[0.998271,0.0004384929,0.0001050002,0.0003453496,0.0002377243,0.0006024701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004136991,0.00006067795,0.5024346,0.0000588706,0.000002797443,0.00002210374,0.003285284,0.000001499056,0.0001815775,0.0001794376,0.4920163,0.001715455],"study_design_scores_gemma":[0.0002554588,0.0001677715,0.5905858,0.000002742976,0.000004292725,0.00001426771,0.001060697,0.00002926595,0.000004528225,0.0003321896,0.4074178,0.0001251947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9334113,0.0003326513,0.0002960958,0.05667441,0.002089673,0.0006885687,0.000009132775,0.00012403,0.00637416],"genre_scores_gemma":[0.9649316,0.001432817,0.001498657,0.005833225,0.004136463,0.0003936247,0.00001937642,0.00001783842,0.02173637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08815118,"threshold_uncertainty_score":0.9977236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385725681228127,"score_gpt":0.436773094896296,"score_spread":0.2982005267734832,"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."}}