{"id":"W3193483552","doi":"10.5935/0004-2749.20220025","title":"Open book technique for conjunctival tumors: a surgical approach to the fornix","year":2022,"lang":"en","type":"letter","venue":"Arquivos Brasileiros de Oftalmologia","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Fornix; Medicine; Canthus; Surgery; Dehiscence; Eyelid; Internal medicine","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009991714,0.000660788,0.001242366,0.0002031031,0.0005324743,0.00009655578,0.001528983,0.001228933,0.001178345],"category_scores_gemma":[0.0003186332,0.0004498114,0.0005330079,0.0003080372,0.000283558,0.0001057367,0.001253167,0.0025519,0.0001303997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006393018,"about_ca_system_score_gemma":0.0007012883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008532147,"about_ca_topic_score_gemma":0.000002052082,"domain_scores_codex":[0.9963169,0.0004810243,0.0005436094,0.001175755,0.0004367602,0.001046019],"domain_scores_gemma":[0.9973789,0.0007676322,0.0002842592,0.001266771,0.0001052955,0.0001971845],"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":[0.001386277,0.0006560686,0.008796505,0.0001833591,0.0006583525,0.005283944,0.0000925655,0.00000518606,0.00006867805,0.0002054778,0.9824722,0.000191413],"study_design_scores_gemma":[0.003231486,0.003686132,0.004020917,0.00009214435,0.0005956648,0.009922809,0.00005213951,0.00001705323,0.0004350019,0.0003975383,0.9770482,0.0005009397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01304688,0.00250889,0.007477091,0.7847744,0.001605582,0.06676633,0.00221231,0.0007688461,0.1208397],"genre_scores_gemma":[0.02236839,0.00002243104,0.01160802,0.8595968,0.002760766,0.03630086,0.004721026,0.0003030728,0.06231864],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0748224,"threshold_uncertainty_score":0.9997954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04812218434715496,"score_gpt":0.330581542432224,"score_spread":0.2824593580850691,"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."}}