{"id":"W4253475887","doi":"10.1007/978-3-030-28392-6_1","title":"Band Keratopathy","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Etiology; Medicine; Pathogenesis; Differential diagnosis; Ophthalmology; Dermatology; Pathology","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":[0.00007779993,0.0005363835,0.0002982845,0.0007989854,0.0007164184,0.0006549416,0.0004230987,0.0007558572,0.1062066],"category_scores_gemma":[0.0002462772,0.0001661707,0.0003735842,0.0004240876,0.0002896225,0.0006629286,0.000650575,0.001363087,0.03151168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002647856,"about_ca_system_score_gemma":0.0003065244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403958,"about_ca_topic_score_gemma":0.005374439,"domain_scores_codex":[0.9999455,0.000005215752,0.000002844813,0.000008896034,0.00002577602,0.00001180905],"domain_scores_gemma":[0.9999534,0.00001255258,0.000002974081,0.000006143591,0.00001183065,0.00001318006],"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":[0.00005362149,0.0001095188,0.000439214,0.0002563364,0.00001092571,0.005165223,0.0001410243,0.0001846667,0.002476238,0.0216536,0.5110196,0.45849],"study_design_scores_gemma":[0.00000759448,0.00003207915,0.0007906689,0.000184846,0.000006338584,0.01017223,0.00004028687,0.00009202823,0.000286133,0.003693691,0.9846889,0.000005289776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002420136,0.02556323,0.002142632,0.00235375,0.002898369,0.00005158521,0.0001625967,0.0002479329,0.9641598],"genre_scores_gemma":[0.007126244,0.01198116,0.001387701,0.001601679,0.0005158066,0.00002284836,0.0001674136,0.00005393426,0.9771433],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1062066,"threshold_uncertainty_score":0.3552967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01811628126484912,"score_gpt":0.226854882093836,"score_spread":0.2087386008289869,"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."}}