{"id":"W4285179600","doi":"10.37039/1982.8551.20220050","title":"O retinólogo cirúrgico","year":2022,"lang":"pt","type":"article","venue":"Revista Brasileira de Oftalmologia","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Heart Institute","funders":"","keywords":"Humanities; Art","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":[0.001532551,0.0006026711,0.0008061163,0.004621062,0.002110483,0.004699849,0.0006947682,0.001809445,0.01389611],"category_scores_gemma":[0.00466967,0.0003645713,0.0006813818,0.002791001,0.003210573,0.001599224,0.001822845,0.002203655,0.004745116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002841292,"about_ca_system_score_gemma":0.004454962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110548,"about_ca_topic_score_gemma":0.01110371,"domain_scores_codex":[0.9978572,0.0004590544,0.0001692989,0.0003535317,0.0008301573,0.0003307704],"domain_scores_gemma":[0.9972231,0.0005891917,0.0005635752,0.0003274499,0.0009818566,0.0003148016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003090523,0.0002097918,0.05195963,0.003518599,0.000169834,0.009541995,0.003390078,0.0004891086,0.01968057,0.05949451,0.0740203,0.7772165],"study_design_scores_gemma":[0.00006260745,0.0002741375,0.05152765,0.002637977,0.0002019689,0.06232863,0.003772337,0.0004432935,0.005170546,0.01943773,0.8540125,0.0001306069],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.08912633,0.3787101,0.02034093,0.0375315,0.007043323,0.0004040711,0.001190283,0.0009426756,0.4647107],"genre_scores_gemma":[0.6019371,0.2570118,0.01927152,0.01464664,0.005844348,0.0002089764,0.0007417885,0.0002626729,0.1000751],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01389611,"threshold_uncertainty_score":0.04648709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949238057994924,"score_gpt":0.2898905346432398,"score_spread":0.2603981540632906,"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."}}