{"id":"W2594005933","doi":"10.1159/000457807","title":"Three-Dimensional Printing of a Transconjunctival Vitrectomy Trocar-Cannula System","year":2017,"lang":"en","type":"article","venue":"Ophthalmologica","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of British Columbia","funders":"","keywords":"Cannula; Vitreoretinal surgery; Vitrectomy; Biomedical engineering; Medicine; Surgery","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":[0.0004332722,0.0003399168,0.0001804236,0.0004482013,0.0001622121,0.0005977933,0.000379959,0.0006109143,0.002155868],"category_scores_gemma":[0.0009177029,0.0003471095,0.0007019587,0.0001743685,0.0003648727,0.0004947543,0.0004203514,0.0004010314,0.0006140349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001843421,"about_ca_system_score_gemma":0.0003864346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002926987,"about_ca_topic_score_gemma":0.0005662569,"domain_scores_codex":[0.9995504,0.00004076951,0.0000446551,0.00006645872,0.0002652502,0.00003241798],"domain_scores_gemma":[0.9990513,0.000319444,0.0001715847,0.0002518551,0.0001566474,0.00004917077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007713796,0.00005582765,0.001782159,0.0002146963,0.00002507259,0.0007684144,0.0001329368,0.005501111,0.9548151,0.0005276619,0.0002732742,0.03582663],"study_design_scores_gemma":[0.00005334789,0.001291858,0.01610837,0.00005112833,0.00008953802,0.006807881,0.00006188729,0.02406634,0.9332636,0.0003757008,0.01772244,0.0001079002],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.635765,0.0009698228,0.354575,0.0001382652,0.0002182899,0.0003099036,0.0003188482,0.001797651,0.005907275],"genre_scores_gemma":[0.7657226,0.0005227613,0.230238,0.00006260978,0.00002008544,0.0001080871,0.0002131525,0.0001426172,0.002970121],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002155868,"threshold_uncertainty_score":0.007212102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946852635849384,"score_gpt":0.2925107191362037,"score_spread":0.2530421927777098,"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."}}