{"id":"W6931605725","doi":"10.5281/zenodo.5575369","title":"usethesource/rascal:","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ophthalmology and Visual Impairment Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":[0.001978155,0.002479441,0.00096173,0.001651153,0.0005960304,0.002954169,0.004286305,0.001902576,0.07829611],"category_scores_gemma":[0.005438478,0.001734201,0.001769489,0.0009453163,0.0007411434,0.004283036,0.003250215,0.002478462,0.06186749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001080704,"about_ca_system_score_gemma":0.002091686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002829649,"about_ca_topic_score_gemma":0.002348331,"domain_scores_codex":[0.9981682,0.0002713253,0.0002049675,0.0004125952,0.0006350554,0.0003077173],"domain_scores_gemma":[0.9974191,0.00048588,0.000201049,0.001007291,0.0006973597,0.0001892911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002257345,0.0005345556,0.004517782,0.002274769,0.0002957377,0.0006681315,0.0007701485,0.005622522,0.04111359,0.05521753,0.554989,0.3317389],"study_design_scores_gemma":[0.0004736797,0.0001718657,0.002368663,0.000396475,0.0001587544,0.0006260006,0.0000878651,0.03529562,0.0929942,0.0222552,0.8449398,0.0002319616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.005168953,0.0002993564,0.2940767,0.0004326968,0.0003679058,0.0003370859,0.01128545,0.6523271,0.03570472],"genre_scores_gemma":[0.1042808,0.0005958041,0.2957209,0.001657653,0.0003371559,0.0009884757,0.06100393,0.4751039,0.06031138],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.07829611,"threshold_uncertainty_score":0.2619266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06707155057478446,"score_gpt":0.3282034006692882,"score_spread":0.2611318500945037,"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."}}