{"id":"W2611009192","doi":"10.1002/ppul.23202","title":"<i>Pediatric Pulmonology</i> year in review 2014: Part 1","year":2015,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Audience measurement; Pulmonary medicine; Library science; Pulmonology; Cover (algebra); Medical education; Pediatrics; Family medicine; Intensive care medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001934442,0.001139938,0.001902974,0.01066122,0.000840917,0.004296713,0.001132581,0.001658108,0.02828293],"category_scores_gemma":[0.01006332,0.0004370254,0.001015259,0.009499921,0.0007661413,0.003237942,0.001759998,0.001917022,0.01253754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912614,"about_ca_system_score_gemma":0.004425272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002251426,"about_ca_topic_score_gemma":0.00485706,"domain_scores_codex":[0.9988816,0.0001547588,0.0003111956,0.0001245269,0.000363477,0.000164511],"domain_scores_gemma":[0.9895978,0.001987894,0.002080041,0.0002245552,0.004327584,0.001782084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001696718,0.00005651642,0.002491374,0.02001443,0.0001365697,0.0003569377,0.0001185254,0.00009328963,0.001134085,0.0009617917,0.7282352,0.2462317],"study_design_scores_gemma":[0.0000213734,0.00009738327,0.006675247,0.01562795,0.0001707224,0.002162264,0.0001582427,0.00005061253,0.0003248813,0.0003587058,0.9743234,0.00002915495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001080368,0.8811142,0.0004558246,0.009819685,0.09666734,0.0001412112,0.0006450288,0.0001146022,0.009961765],"genre_scores_gemma":[0.007199708,0.8747634,0.00110795,0.0117144,0.09272818,0.0002207393,0.001214033,0.0001267546,0.01092476],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02828293,"threshold_uncertainty_score":0.09461588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03496357752777493,"score_gpt":0.2818622958453241,"score_spread":0.2468987183175492,"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."}}