{"id":"W2912436548","doi":"10.1016/j.ophtha.2011.05.004","title":"The Ahmed Versus Baerveldt Study","year":2011,"lang":"en","type":"article","venue":"Ophthalmology","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":379,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Université de Montréal","funders":"","keywords":"Medicine; Intraocular pressure; Glaucoma; Visual acuity; Glaucoma valve; Randomized controlled trial; Ophthalmology; Implant; Refractory (planetary science); Glaucoma medication; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0001611159,0.00009015891,0.0001488903,0.00002927258,0.0001286165,0.000003972318,0.0001280166,0.00006416088,0.0006795374],"category_scores_gemma":[0.0001106665,0.0000526211,0.00006174066,0.0000906894,0.0001398894,0.00001415783,0.00005004809,0.000145508,0.0002022474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001156412,"about_ca_system_score_gemma":0.00003219205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001788671,"about_ca_topic_score_gemma":0.00001145917,"domain_scores_codex":[0.9992843,0.00008134615,0.0001358412,0.0001608494,0.000101764,0.0002359503],"domain_scores_gemma":[0.9994451,0.0001045756,0.00003504464,0.0003013962,0.0000425082,0.00007131024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003464478,0.0007818136,0.9872873,0.00001141259,0.0002311685,0.002559027,0.001572386,2.149805e-8,0.0002499794,0.00105156,0.001131204,0.001659581],"study_design_scores_gemma":[0.00232547,0.003801367,0.9876875,0.000003636262,0.00008490522,0.001152165,0.002647593,0.000004277257,0.00008137557,0.0002969781,0.001840056,0.0000746373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8321889,0.0001547368,9.838145e-7,0.0003067894,0.0006328338,0.0002816855,3.948115e-7,0.00002063733,0.166413],"genre_scores_gemma":[0.9966275,0.000007391598,0.000102869,0.00003567338,0.00004528977,0.00003057627,0.000002300953,0.000012061,0.003136321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1644386,"threshold_uncertainty_score":0.7440457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07215125738205298,"score_gpt":0.3232681841609004,"score_spread":0.2511169267788474,"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."}}