{"id":"W1886507386","doi":"10.1089/end.2013.0451","title":"Adverse Events Resulting from Lasers Used in Urology","year":2013,"lang":"en","type":"article","venue":"Journal of Endourology","topic":"Ocular and Laser Science Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Adverse effect; Urology; Laser; Intensive care medicine; Surgery; Internal medicine; 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":[0.0006862908,0.0000774314,0.0003134434,0.0003299617,0.00002437235,0.000003591741,0.0001785061,0.0001107701,0.0007321921],"category_scores_gemma":[0.0007332676,0.00005800092,0.000106373,0.0001926533,0.00007628487,0.0001608356,0.00004689637,0.0005675552,0.0001151171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004232704,"about_ca_system_score_gemma":0.000164373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003471283,"about_ca_topic_score_gemma":0.00009369989,"domain_scores_codex":[0.9986124,0.0002074377,0.0004148461,0.000134855,0.0002877549,0.0003427158],"domain_scores_gemma":[0.9990366,0.0002870722,0.000178449,0.0001526727,0.0001425008,0.0002027798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007775079,0.0002531268,0.9450276,0.000008457626,0.00008278914,0.00160306,0.0004527422,0.000418355,0.04613068,0.00002305366,0.001070328,0.004152267],"study_design_scores_gemma":[0.008549795,0.001944094,0.9774036,0.00003244277,0.00005487701,0.0007738219,0.0004262657,0.003319651,0.002401055,0.001394307,0.00359262,0.0001074113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924917,0.0001214861,0.0001379971,0.006205797,0.0002371137,0.0001218196,0.000001179592,0.0000046739,0.000678185],"genre_scores_gemma":[0.9981128,0.00002963846,0.0007254558,0.0008441052,0.0001763298,0.000002448369,0.000001679013,0.000007612847,0.00009990783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04372963,"threshold_uncertainty_score":0.801699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494261267421326,"score_gpt":0.317453582339757,"score_spread":0.2925109696655437,"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."}}