{"id":"W4304207026","doi":"10.21203/rs.3.rs-2042400/v1","title":"Superior oblique tuck - effectiveness in reducing vertical deviations when performed as a primary versus secondary procedure in superior oblique paresis","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Ophthalmology and Eye Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Diplopia; Oblique case; Surgery; Paresis; Inferior oblique muscle; Depression (economics); Reduction (mathematics); Strabismus","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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003872542,0.0005163457,0.001160359,0.001876266,0.0003915409,0.00009352466,0.0005725563,0.001063137,0.003931364],"category_scores_gemma":[0.005851366,0.0005354185,0.00029978,0.0012549,0.0004204606,0.0002435795,0.001433385,0.007551515,0.00008035891],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003041143,"about_ca_system_score_gemma":0.01087323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002941176,"about_ca_topic_score_gemma":0.00079745,"domain_scores_codex":[0.9926862,0.002494289,0.0007521781,0.001444094,0.001255073,0.001368153],"domain_scores_gemma":[0.9959173,0.00223244,0.00005400207,0.0009767556,0.000432094,0.0003873953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02779127,0.002689237,0.9157974,0.02641606,0.0004571114,0.004984708,0.01396207,0.0007876675,0.003537806,0.0004468141,0.0005710248,0.002558898],"study_design_scores_gemma":[0.006676943,0.002160088,0.9768106,0.003768296,0.00006925978,0.0001839107,0.006503446,0.0003698743,0.0009823728,0.001342474,0.0005361334,0.0005966153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836434,0.002251723,0.000002742209,0.003000768,0.0003530261,0.00466085,0.00009576811,0.00008647195,0.005905326],"genre_scores_gemma":[0.992418,0.0004798618,0.0001298804,0.0001194987,0.0001301001,0.005232363,0.001086079,0.0001165303,0.0002876756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06101326,"threshold_uncertainty_score":0.9997097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05249803155768566,"score_gpt":0.4063868278078261,"score_spread":0.3538887962501405,"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."}}