{"id":"W4385971531","doi":"10.3233/npm-239004","title":"Proceedings of the 14 <sup>th</sup> International Newborn Brain Conference: Other forms of brain monitoring, such as NIRS, fMRI, biochemical, etc.","year":2023,"lang":"en","type":"article","venue":"Journal of Neonatal-Perinatal Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Institute for Health and Care Research","keywords":"Neuroscience; Psychology","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":[0.002260091,0.0003771073,0.001013456,0.0008738778,0.0001028225,0.0000234838,0.001164684,0.0002892154,0.0009226391],"category_scores_gemma":[0.00732894,0.0002366489,0.000304119,0.001370242,0.0009648369,0.0003935163,0.0004076671,0.001373347,0.00002890836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002543655,"about_ca_system_score_gemma":0.0008532598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001150408,"about_ca_topic_score_gemma":0.000002492542,"domain_scores_codex":[0.9940717,0.00005704909,0.001677142,0.0003897541,0.003166374,0.0006380205],"domain_scores_gemma":[0.9950923,0.0006990471,0.001062109,0.0004039433,0.002147581,0.0005950565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00706904,0.0005519579,0.03358987,0.005895542,0.001037692,0.0009139627,0.007892846,0.00002547758,0.6096095,0.003672076,0.09916049,0.2305815],"study_design_scores_gemma":[0.01343255,0.006037694,0.02934391,0.008399166,0.00014131,0.002950842,0.009691085,0.0005433211,0.2297342,0.001541686,0.6977263,0.0004579213],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560835,0.002077928,0.00003363182,0.03816872,0.0006244253,0.0006475607,0.00006841831,0.00003868975,0.002257074],"genre_scores_gemma":[0.9926207,0.000607336,0.0004254293,0.001193657,0.001359165,0.00002230166,0.00001386478,0.00008566819,0.003671852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5985658,"threshold_uncertainty_score":0.9999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04303815362197326,"score_gpt":0.3752173370392506,"score_spread":0.3321791834172774,"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."}}