{"id":"W2626608951","doi":"10.1080/17434440.2017.1343142","title":"Evaluation of NinePoint Medical’s Nvision VLE device for gastrointestinal applications","year":2017,"lang":"en","type":"review","venue":"Expert Review of Medical Devices","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Computer science; 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":[0.001830644,0.0005319085,0.0009286927,0.001579355,0.0003158462,0.001299885,0.001051802,0.002534339,0.009474089],"category_scores_gemma":[0.004968601,0.0002014479,0.001274249,0.0009877547,0.0005212851,0.001458499,0.0006111081,0.001693783,0.002881413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005489546,"about_ca_system_score_gemma":0.00150943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001058861,"about_ca_topic_score_gemma":0.001709683,"domain_scores_codex":[0.998556,0.0003634188,0.0002407487,0.0001511297,0.0006242932,0.00006442551],"domain_scores_gemma":[0.9980872,0.001068913,0.0002382731,0.00004292203,0.0005176736,0.0000449548],"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":[0.0001902596,0.00004212766,0.0005454354,0.04521487,0.0001657427,0.0008305212,0.0002002855,0.0002755333,0.002729111,0.005916606,0.07480893,0.8690805],"study_design_scores_gemma":[0.00003657011,0.0001909082,0.001157976,0.01554923,0.0002113866,0.003993803,0.0001192571,0.0001520774,0.001761566,0.001266487,0.9755269,0.00003392895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005565442,0.9887046,0.0006114602,0.003222672,0.001148706,0.00003696478,0.00009590825,0.00002253072,0.005600479],"genre_scores_gemma":[0.00764481,0.9823591,0.001443458,0.003053159,0.0008034037,0.00006223279,0.0001583583,0.00001491001,0.004460573],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009474089,"threshold_uncertainty_score":0.03169399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2314790670779522,"score_gpt":0.5690914783890216,"score_spread":0.3376124113110694,"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."}}