{"id":"W4307991794","doi":"10.1016/j.jcjo.2022.10.003","title":"Primary transcanalicular diode laser-assisted dacryocystorhinostomy: long-term success rates and risk factors for recurrence","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Nasolacrimal Duct Obstruction Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dacryocystorhinostomy; Surgery; Univariate analysis; Risk factor; Multivariate analysis; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007110582,0.0002185561,0.0004368065,0.0008555843,0.0006944696,0.0008475144,0.0003443655,0.0006509415,0.001627274],"category_scores_gemma":[0.003252595,0.0001558111,0.0008001621,0.0008078111,0.0004346299,0.0008337593,0.0004455027,0.0006477007,0.0003420185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004444132,"about_ca_system_score_gemma":0.0005745063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001858461,"about_ca_topic_score_gemma":0.002364446,"domain_scores_codex":[0.9994578,0.00008449378,0.00007182256,0.00007434807,0.0001496821,0.0001618438],"domain_scores_gemma":[0.9971672,0.0008290114,0.001077351,0.0002160746,0.0002668895,0.0004435335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004590757,0.0001224358,0.9896929,0.00001758565,0.00007450095,0.001063332,0.0001443189,0.00005743567,0.0005885975,0.00003633647,0.00009705096,0.007646356],"study_design_scores_gemma":[0.00001539997,0.0004588201,0.9932482,0.00001407229,0.00008421953,0.004795637,0.000425453,0.0003578581,0.0003181474,0.00006350564,0.0002046549,0.00001416082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984824,0.0009541983,0.00008984494,0.00003723878,0.000006616513,0.00000430502,0.00005734938,0.000003350615,0.0003646247],"genre_scores_gemma":[0.9994843,0.0002193297,0.00004007329,0.00001013552,0.00001557573,0.000003620207,0.00007570664,0.000001972119,0.0001491734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001858461,"threshold_uncertainty_score":0.005443752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02978638040412708,"score_gpt":0.2948063988229775,"score_spread":0.2650200184188505,"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."}}