{"id":"W2805252396","doi":"10.1097/ico.0000000000001651","title":"Conjunctival Squamous Neoplasia: Staging and Initial Treatment","year":2018,"lang":"en","type":"article","venue":"Cornea","topic":"Ocular Oncology and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre hospitalier universitaire de Québec","funders":"National Cancer Institute","keywords":"Medicine; Dysplasia; Carcinoma in situ; Stage (stratigraphy); Intraepithelial neoplasia; Brachytherapy; Cancer; Basal cell; Pathology; Internal medicine; Oncology; Radiation therapy","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":[0.001006172,0.0002199261,0.0002879301,0.0006519302,0.0004326156,0.0004586767,0.0002996458,0.0003424372,0.001362657],"category_scores_gemma":[0.004285841,0.0001386791,0.0003325615,0.0005120463,0.0003581712,0.0003066653,0.000154734,0.0003456184,0.0003112039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000808151,"about_ca_system_score_gemma":0.000856593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004281198,"about_ca_topic_score_gemma":0.005019871,"domain_scores_codex":[0.999181,0.000242946,0.00010726,0.0001080005,0.0002315505,0.0001291895],"domain_scores_gemma":[0.9981062,0.0004221594,0.0008036082,0.0001309618,0.0003560142,0.0001810442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002162998,0.00002770029,0.9845739,0.00004182547,0.00001552666,0.000605541,0.00004544079,0.0001011642,0.001306549,0.00002451985,0.0002266111,0.01281489],"study_design_scores_gemma":[0.00001459975,0.0002668689,0.9903577,0.00006251292,0.00004554751,0.006362883,0.0001176109,0.0003984601,0.001138845,0.00003390422,0.001192404,0.000008698062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856247,0.007548416,0.0007468946,0.0001992156,0.00005844557,0.00008905811,0.0003207806,0.0000279909,0.005384646],"genre_scores_gemma":[0.9986765,0.0004855173,0.0003714055,0.00003749703,0.00003749568,0.00001881331,0.0002017709,0.000004902721,0.0001660694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004281198,"threshold_uncertainty_score":0.008512557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719810527427492,"score_gpt":0.3187073089918248,"score_spread":0.2915092037175499,"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."}}