{"id":"W4386529438","doi":"10.1007/s10456-023-09887-4","title":"2022 14th HHT International Scientific Conference Abstracts","year":2023,"lang":"en","type":"article","venue":"Angiogenesis","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Pathology, University of Utah; Department of Radiology and Biomedical Imaging, University of California, San Francisco; Augusta University; University of California, San Francisco; University of Toronto; U.S. Department of Veterans Affairs; University of Southern California; Hospital for Sick Children","keywords":"Medicine; Computational biology; Library science; Engineering ethics; Computer science; Biology; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007135304,0.0009745892,0.0004274179,0.00120579,0.0007071013,0.002920259,0.0006619188,0.001408344,0.4299661],"category_scores_gemma":[0.0005711829,0.0001869183,0.000692954,0.0007838992,0.000425953,0.0008163693,0.001797671,0.001231881,0.2619314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001345671,"about_ca_system_score_gemma":0.001600439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002244463,"about_ca_topic_score_gemma":0.003527737,"domain_scores_codex":[0.9995459,0.00004380698,0.00002746678,0.00005786493,0.0002398385,0.00008508263],"domain_scores_gemma":[0.9994087,0.00004099062,0.00003160244,0.000041637,0.0002457151,0.0002314114],"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":[0.0001815829,0.00008666251,0.0004815757,0.0004014157,0.00002380028,0.0004046317,0.00004503733,0.000188792,0.009214327,0.002445319,0.7752038,0.2113232],"study_design_scores_gemma":[0.000009005465,0.00003909066,0.0009120075,0.00009801736,0.000006225364,0.000139912,0.00003267026,0.0001227163,0.001253973,0.0003472231,0.9970336,0.000005462894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00736386,0.01963665,0.005570588,0.009052721,0.04558234,0.000455838,0.005409358,0.001436249,0.9054924],"genre_scores_gemma":[0.005839639,0.005015873,0.0009841589,0.0007749419,0.003309704,0.00009120973,0.002675518,0.0002334005,0.9810756],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4299661,"threshold_uncertainty_score":0.8130841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0423257253201834,"score_gpt":0.3035312785830922,"score_spread":0.2612055532629088,"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."}}