{"id":"W1975413283","doi":"10.1167/iovs.04-0848","title":"Quantitation of Hemodynamic Function during Developmental Vascular Regression in the Mouse Eye","year":2005,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; Hospital for Sick Children; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Hemodynamics; Regression; Function (biology); Regression analysis; Cardiology; Ophthalmology; Medicine; Biology; Psychology; Computer science; Cell biology; Machine learning","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":[0.0003198256,0.0003446887,0.0001971506,0.001053623,0.0002103326,0.0004125439,0.0002064784,0.0003469472,0.001112059],"category_scores_gemma":[0.0002747817,0.0002076582,0.0002083701,0.0002990254,0.0003950762,0.0003597618,0.0001923181,0.0007008246,0.0002498985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000457416,"about_ca_system_score_gemma":0.0002077521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006152648,"about_ca_topic_score_gemma":0.0006404653,"domain_scores_codex":[0.9998226,0.0000181539,0.00001353523,0.00006067422,0.00005478104,0.00003024546],"domain_scores_gemma":[0.9995096,0.00005338877,0.0002269143,0.00004174243,0.00006684379,0.0001016418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00008529313,0.00001505637,0.0009352692,0.0000213687,0.000002516843,0.00003030354,0.00002624134,0.00003713066,0.9969477,0.00006819449,0.00001971041,0.001811216],"study_design_scores_gemma":[0.00001304116,0.0004304928,0.03273704,0.00001213137,0.00002688729,0.0002428361,0.00004117054,0.001144963,0.9641907,0.00007030721,0.001082911,0.000007627058],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868039,0.00200975,0.009103891,0.00004708413,0.00001507329,0.00003803394,0.0006589736,0.0002552817,0.001067991],"genre_scores_gemma":[0.9854293,0.001406502,0.008393629,0.00005747113,0.00001531014,0.0001785931,0.0008122789,0.00008188394,0.003624936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001112059,"threshold_uncertainty_score":0.003720284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03215949662780652,"score_gpt":0.3315767408624991,"score_spread":0.2994172442346926,"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."}}