{"id":"W4399126423","doi":"10.5772/intechopen.1005444","title":"Periocular Hemangioma: Clinicopathological Aspects","year":2024,"lang":"en","type":"book-chapter","venue":"IntechOpen eBooks","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Hemangioma; Medicine; Radiology","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":[0.0000598571,0.00030758,0.0001639086,0.0006525637,0.0001516812,0.0003091354,0.0001844353,0.0004640456,0.006485918],"category_scores_gemma":[0.0001418603,0.0001181583,0.0001019603,0.0005112747,0.0001835769,0.0006555127,0.0002088548,0.0004149628,0.002224912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421708,"about_ca_system_score_gemma":0.00009255925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002743806,"about_ca_topic_score_gemma":0.0005692982,"domain_scores_codex":[0.9999675,0.000003534642,0.000003834688,0.000007467645,0.00001083423,0.000006922942],"domain_scores_gemma":[0.9999611,0.00001665025,0.000007366435,0.000003290414,0.000004892468,0.000006692143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0003159731,0.0002832686,0.02708962,0.001475594,0.00003948619,0.4249753,0.00132707,0.001043302,0.05557586,0.009086358,0.05577008,0.423018],"study_design_scores_gemma":[0.00001169759,0.00008316836,0.02041542,0.0001669547,0.00001722867,0.8388832,0.0002093446,0.00043006,0.001755353,0.002155582,0.1358554,0.00001662587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3659053,0.3207574,0.01009419,0.003285981,0.0009164478,0.0002306103,0.001212151,0.000648803,0.2969492],"genre_scores_gemma":[0.6711149,0.1227229,0.009611479,0.002480972,0.002266909,0.0001583169,0.001241372,0.00009843209,0.1903048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006485918,"threshold_uncertainty_score":0.02169752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213540968484507,"score_gpt":0.2912449650125435,"score_spread":0.2591095553276984,"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."}}