{"id":"W2015996460","doi":"10.1007/pl00011365","title":"A Prospective Randomised Study of Laser Reshaping of Cartilage In Vivo","year":2001,"lang":"en","type":"article","venue":"Lasers in Medical Science","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Haematoxylin; Staining; Cartilage; Eosin; Perichondrium; In vivo; Pathology; H&E stain; Stain; Anatomy; Chemistry; Medicine; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.002300747,0.00007731193,0.0004107775,0.0002168128,0.00004000973,0.000002512821,0.0001575694,0.00004026541,0.0001711801],"category_scores_gemma":[0.003029634,0.00005592238,0.00003658363,0.001727932,0.000783857,0.00007702088,0.00008180384,0.0001761812,9.729489e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000505606,"about_ca_system_score_gemma":0.000184142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002925069,"about_ca_topic_score_gemma":0.001297691,"domain_scores_codex":[0.9980115,0.00006325143,0.0004168344,0.0002481251,0.0009991493,0.0002611106],"domain_scores_gemma":[0.9992688,0.0002955817,0.00007731904,0.0001488304,0.00007371809,0.0001358039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002051315,0.00108362,0.9843702,0.0000345735,0.000006741146,0.0003448058,0.002882064,0.00002506456,0.008145522,0.00002502915,0.00007160089,0.0009594422],"study_design_scores_gemma":[0.05457835,0.001677265,0.7590816,0.001521549,0.00004195747,0.00002233743,0.0140693,0.0007092341,0.1674827,0.0002569876,0.0003115065,0.0002471464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939899,0.00007204016,0.000004538723,0.0003304058,0.00008241894,0.0005535869,7.685553e-7,0.000008322258,0.004958027],"genre_scores_gemma":[0.9995931,0.00004401369,0.00003223165,0.0001924246,0.00001963362,0.00002845119,1.052569e-7,0.000003075869,0.00008693425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2252886,"threshold_uncertainty_score":0.3626974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02067899095306755,"score_gpt":0.3171846727385575,"score_spread":0.29650568178549,"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."}}