{"id":"W1981029630","doi":"10.1159/000309938","title":"Aplanatic Gonioscopic Contact Lens of One Piece for Glaucoma Laser Surgery","year":2010,"lang":"en","type":"article","venue":"Ophthalmologica","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Glaucoma; Contact lens; Ophthalmology; Medicine; Glaucoma surgery; Lens (geology); Gonioscopy; Optometry; Surgery; Optics","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":[0.0003447283,0.0001716998,0.0006184381,0.000079737,0.00005877193,0.000009413426,0.0001078588,0.0002043773,0.0008332239],"category_scores_gemma":[0.0004437452,0.000132821,0.0002442118,0.0001152576,0.00005840188,0.00006189568,0.00002872368,0.000242906,0.00005676354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001576075,"about_ca_system_score_gemma":0.00009086193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004874753,"about_ca_topic_score_gemma":0.000009626775,"domain_scores_codex":[0.9988872,0.00004015397,0.0003153442,0.0002604622,0.0001838157,0.0003130673],"domain_scores_gemma":[0.9986039,0.0006057262,0.000138149,0.0004333806,0.0001182415,0.0001006513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004679419,0.0004185576,0.8864167,0.0002853839,0.0001542839,0.0002015563,0.00003063352,1.003841e-7,0.1096442,0.0009333094,0.0003020651,0.001145179],"study_design_scores_gemma":[0.001476088,0.001840244,0.9171386,0.0001372053,0.0002272699,0.0002293017,0.00003656655,0.00002485357,0.07378941,0.0003433967,0.004522841,0.0002342669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992012,0.0001171627,0.00002469046,0.0007394738,0.000351368,0.0005380469,0.00002836637,0.00004343569,0.006145451],"genre_scores_gemma":[0.9974086,0.0000196773,0.001093082,0.0002177149,0.0001070442,0.00004578133,0.00005242917,0.00002186541,0.001033766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03585484,"threshold_uncertainty_score":0.9123218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04052258468108267,"score_gpt":0.2861051530152873,"score_spread":0.2455825683342047,"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."}}