{"id":"W4283382392","doi":"10.1093/mmy/myac047","title":"Clinical and microbiological analysis of fungal keratitis in Toronto, Canada: A 20-year study","year":2022,"lang":"en","type":"article","venue":"Medical Mycology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"American Pain Foundation","keywords":"Fungal keratitis; Keratitis; Medicine; Geography; Biology; Microbiology; Dermatology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006011271,0.0005377869,0.0003899996,0.001758342,0.002122464,0.00137613,0.000960908,0.0006045376,0.001056747],"category_scores_gemma":[0.002247675,0.0004373446,0.0005853036,0.00438686,0.0007497665,0.0007461915,0.00123144,0.0007287667,0.0002624452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01400305,"about_ca_system_score_gemma":0.01129594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9125634,"about_ca_topic_score_gemma":0.9228505,"domain_scores_codex":[0.9989177,0.00007087352,0.0001102685,0.0001416035,0.0004520723,0.0003075105],"domain_scores_gemma":[0.9955349,0.0001582305,0.001198794,0.0001040206,0.00193536,0.001068668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004483564,0.00003136866,0.9980215,0.00001952381,0.0000220611,0.0002097655,0.0004038366,0.00002852504,0.0001251064,0.000009464728,0.0002353554,0.0008486939],"study_design_scores_gemma":[0.000002086553,0.00004228547,0.9990581,0.000009243392,0.00001021407,0.0001343879,0.0004712195,0.00005180899,0.00001728745,0.000002868266,0.0001966951,0.000003790584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955022,0.0006628404,0.0000555601,0.0001256709,0.000008726401,0.00005169332,0.002478546,0.000006270184,0.001108391],"genre_scores_gemma":[0.9966936,0.0007366791,0.0000860554,0.00009044049,0.00001303162,0.00002099821,0.00198773,0.000003783518,0.0003676415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08743656,"threshold_uncertainty_score":0.1759029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249490508580433,"score_gpt":0.3310944325094289,"score_spread":0.3185995274236246,"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."}}