{"id":"W2945935716","doi":"10.1111/apa.14818","title":"Net worth of networks: opportunities and potential","year":2019,"lang":"en","type":"letter","venue":"Acta Paediatrica","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Work & Health; Mount Sinai Hospital","funders":"Canadian Institutes of Health Research; Ministry of Health, Ontario","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003578973,0.0003187172,0.0008222393,0.0004898917,0.00005437078,0.00002447407,0.0002457038,0.0009140125,0.0003517764],"category_scores_gemma":[0.0002376659,0.0002779277,0.0001607509,0.0002566535,0.0001914329,0.00008217176,0.0002414237,0.002294482,0.00003326688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007305061,"about_ca_system_score_gemma":0.001001073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000487063,"about_ca_topic_score_gemma":8.720549e-7,"domain_scores_codex":[0.9971391,0.0001591275,0.0005582697,0.0004667386,0.00097634,0.0007004517],"domain_scores_gemma":[0.9979053,0.0006134731,0.0003217668,0.000689022,0.0002321726,0.0002382635],"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":[0.0001699291,0.000023304,0.0007533995,0.002523721,0.00008244935,0.00128113,0.00001882993,0.000001403819,0.00001049428,0.000003477477,0.9750902,0.02004163],"study_design_scores_gemma":[0.0007899372,0.000502284,0.001392595,0.0001071911,0.0001849686,0.00007480509,0.00001751163,0.0001102083,0.00000341892,0.00001008523,0.9965991,0.0002079313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.006385403,0.04000534,0.00006721267,0.9438855,0.001587045,0.002458632,0.0003202127,0.0001249519,0.005165699],"genre_scores_gemma":[0.04465016,0.04671902,0.0002239391,0.8730679,0.01963241,0.00006656527,0.001043973,0.0002365651,0.01435954],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07081767,"threshold_uncertainty_score":0.9999673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04949778544861937,"score_gpt":0.30586044454736,"score_spread":0.2563626590987406,"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."}}