{"id":"W3048996129","doi":"10.1007/978-3-030-46451-6_2","title":"Lasers for Vascular Indications","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Laser; Optics; Physics","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":[0.0002076598,0.0008635519,0.00041811,0.001345713,0.0008577798,0.001276584,0.000591617,0.001337072,0.08742652],"category_scores_gemma":[0.0004463794,0.0003370813,0.0004424097,0.0007742971,0.000733784,0.00159668,0.001293129,0.003011142,0.03704081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005400154,"about_ca_system_score_gemma":0.0005890016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008293845,"about_ca_topic_score_gemma":0.004099268,"domain_scores_codex":[0.9998426,0.00001895598,0.000004882627,0.00001996796,0.00009920976,0.00001440168],"domain_scores_gemma":[0.9998677,0.00006356266,0.000007134478,0.00001494391,0.00002833136,0.00001833699],"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":[0.00001829647,0.00005877221,0.00008008287,0.0003228439,0.000005496548,0.0002647049,0.0002800519,0.0004108445,0.003020201,0.05367598,0.4735261,0.4683366],"study_design_scores_gemma":[0.000001673895,0.00001125002,0.0001301102,0.0001466999,0.00000210561,0.0007780066,0.00003531734,0.00008920196,0.0002206069,0.009007494,0.9895723,0.000005259145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000643851,0.05620328,0.007405438,0.001741235,0.003869744,0.00004322426,0.00007038775,0.0003051806,0.9297177],"genre_scores_gemma":[0.001939357,0.01900813,0.002367237,0.001298179,0.0009123203,0.00003023679,0.00005385753,0.0001094662,0.9742812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08742652,"threshold_uncertainty_score":0.2924708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886670486109676,"score_gpt":0.2560683978063462,"score_spread":0.2272016929452494,"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."}}