{"id":"W3093615876","doi":"10.1155/2020/7801093","title":"Impact of Ophthalmic Viscosurgical Devices in Cataract Surgery","year":2020,"lang":"en","type":"review","venue":"Journal of Ophthalmology","topic":"Intraocular Surgery and Lenses","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Western University","funders":"","keywords":"Medicine; Ophthalmology; Cataract surgery; Phacoemulsification; Visual acuity; Intraocular pressure; Meta-analysis; Retrospective cohort study; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008211021,0.001197418,0.003422304,0.004939455,0.0004711257,0.00279941,0.001025623,0.001582479,0.003569271],"category_scores_gemma":[0.02531366,0.0006804966,0.0150881,0.004862641,0.0007823465,0.001199384,0.0009873623,0.001260061,0.0001915427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708183,"about_ca_system_score_gemma":0.002070869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004821743,"about_ca_topic_score_gemma":0.007551271,"domain_scores_codex":[0.9922816,0.0029301,0.002276818,0.0007047118,0.001560951,0.0002457794],"domain_scores_gemma":[0.9696083,0.02200496,0.006373544,0.0004328254,0.001340773,0.0002395787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01918106,0.0004583701,0.06168891,0.4293039,0.2050453,0.0004554398,0.0002267621,0.001158388,0.001056321,0.0007220072,0.001730189,0.2789734],"study_design_scores_gemma":[0.00385783,0.006343046,0.1382512,0.1362429,0.6868743,0.001538694,0.0006330337,0.0007313059,0.001863888,0.001743593,0.0217732,0.0001470243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007246012,0.991907,0.00007226847,0.0001943869,0.0001028042,0.0000258281,0.0001176952,0.00000259407,0.0003314542],"genre_scores_gemma":[0.1819201,0.8158305,0.0007143973,0.0005675177,0.0004332477,0.00009442431,0.0002346415,0.000009451914,0.0001957234],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008211021,"threshold_uncertainty_score":0.04342455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1022605281484501,"score_gpt":0.4277706690181832,"score_spread":0.3255101408697331,"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."}}