{"id":"W4392188921","doi":"10.3390/biomimetics9030145","title":"Towards Precision Ophthalmology: The Role of 3D Printing and Bioprinting in Oculoplastic Surgery, Retinal, Corneal, and Glaucoma Treatment","year":2024,"lang":"en","type":"review","venue":"Biomimetics","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia, Okanagan Campus; University of British Columbia; Université de Sherbrooke","funders":"","keywords":"Glaucoma; Bench to bedside; Therapeutic modalities; Medicine; Modalities; Multidisciplinary approach; Ophthalmology; Optometry; Medical physics","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":[0.001437837,0.0006958171,0.001033819,0.002881025,0.0004141698,0.002070334,0.0007091265,0.001507968,0.003903473],"category_scores_gemma":[0.002073162,0.0002837521,0.0008555745,0.002253338,0.001012577,0.002240763,0.001024524,0.002291702,0.00136465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001026427,"about_ca_system_score_gemma":0.002546453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001538285,"about_ca_topic_score_gemma":0.002904972,"domain_scores_codex":[0.9993187,0.0001567031,0.00009894957,0.00008880802,0.000280187,0.00005653947],"domain_scores_gemma":[0.9988193,0.0007188083,0.0001172496,0.00003638353,0.0002639002,0.00004438307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005341853,0.0000610088,0.0002431491,0.03785376,0.00012691,0.0002109559,0.0002022511,0.0004274357,0.002981987,0.01616613,0.02059303,0.9210799],"study_design_scores_gemma":[0.000009603729,0.00009811248,0.0008156462,0.01084187,0.0001397656,0.001168471,0.0001846892,0.0001274328,0.0009436524,0.00526383,0.9803824,0.00002458261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001254751,0.9977435,0.0002237348,0.0005722379,0.0002417913,0.000003820533,0.000009137022,0.000007001704,0.001073363],"genre_scores_gemma":[0.001077811,0.9977002,0.000342645,0.0003374759,0.0001912327,0.000005145718,0.0000125511,0.000001985791,0.0003310175],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003903473,"threshold_uncertainty_score":0.01305842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06090027459699605,"score_gpt":0.3432888707796515,"score_spread":0.2823885961826555,"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."}}