{"id":"W2323561262","doi":"10.1097/iop.0b013e318295f903","title":"Endocanalicular Laser Dacryocystorhinostomy With Mucosal Flaps","year":2013,"lang":"en","type":"article","venue":"Ophthalmic Plastic and Reconstructive Surgery","topic":"Nasolacrimal Duct Obstruction Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Dacryocystorhinostomy; Surgery; Lacrimal sac; Nasolacrimal duct obstruction; Prospective cohort study; Nasolacrimal duct; Endoscopy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007096344,0.0003218578,0.0005836776,0.0002655296,0.0001437064,0.00004380038,0.00004401738,0.0001136931,0.001002654],"category_scores_gemma":[0.0001858715,0.000204966,0.0001158867,0.0002420322,0.0004295229,0.0002966956,0.00003135069,0.0002347167,0.0001959623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001169622,"about_ca_system_score_gemma":0.0002172071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001760507,"about_ca_topic_score_gemma":0.000002769769,"domain_scores_codex":[0.9984318,0.00006011243,0.0003242115,0.0004947053,0.00027328,0.0004159186],"domain_scores_gemma":[0.998384,0.0006638725,0.0001472864,0.0002377189,0.0001874629,0.0003796572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003887606,0.0001385094,0.9766979,0.0001249612,0.0008247748,0.0009607992,0.00006643665,0.000002898604,0.002913824,0.0001042142,0.001668121,0.01610877],"study_design_scores_gemma":[0.002453028,0.0003128742,0.9456177,0.0003211477,0.0003822094,0.04231731,0.0007788661,0.00009403036,0.006121479,0.0003251992,0.0007430736,0.0005330191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954005,0.0001876005,0.00006804398,0.0001134822,0.0007504,0.000448771,0.00002787775,0.00007495673,0.002928298],"genre_scores_gemma":[0.9968661,0.00004382848,0.001869625,0.00006396157,0.0001675973,0.00007724582,0.00004176249,0.00004047694,0.0008294244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04135652,"threshold_uncertainty_score":0.9999106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009914622429919232,"score_gpt":0.2108390826816335,"score_spread":0.2009244602517142,"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."}}