{"id":"W2782936914","doi":"10.1111/aos.13675","title":"Conservative therapy for chalazia: is it really effective?","year":2018,"lang":"en","type":"article","venue":"Acta Ophthalmologica","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"National Eye Institute; National Cancer Institute; Research to Prevent Blindness","keywords":"Tobramycin; Medicine; Dexamethasone; Population; Randomized controlled trial; Internal medicine; Gastroenterology; Surgery; Antibiotics","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002528423,0.0002134187,0.000387144,0.00004763377,0.0001595982,0.00001808278,0.0001423608,0.0002014063,0.00131091],"category_scores_gemma":[0.0002032715,0.0001509594,0.0001822578,0.0001468994,0.0001750977,0.00007640527,0.00003925828,0.0001513199,0.0001921398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004082004,"about_ca_system_score_gemma":0.00007392927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004670056,"about_ca_topic_score_gemma":0.000001914339,"domain_scores_codex":[0.9988251,0.00006933259,0.0001880866,0.0004032021,0.0001603433,0.0003538947],"domain_scores_gemma":[0.9987834,0.0002877006,0.00009550892,0.000394838,0.0003276076,0.0001109454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01333603,0.002444408,0.6296228,0.0002509509,0.002353368,0.001113322,0.00667013,1.340807e-7,0.2330299,0.003492886,0.07132014,0.03636596],"study_design_scores_gemma":[0.004437028,0.01545108,0.7305245,0.00009259395,0.0001100776,0.0003322184,0.0004721124,0.00005175236,0.06072896,0.001538972,0.1858518,0.0004089542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499772,0.0002436276,0.00007214455,0.01049871,0.0001456065,0.00153582,0.00002364547,0.00006189733,0.0374414],"genre_scores_gemma":[0.9876872,0.0001030898,0.0009694899,0.006929256,0.0002765825,0.0001976947,0.00002370374,0.00002622305,0.003786794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.172301,"threshold_uncertainty_score":0.999602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04887970252059631,"score_gpt":0.3385691993424311,"score_spread":0.2896894968218348,"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."}}