{"id":"W6931114779","doi":"10.5281/zenodo.4010165","title":"Snke OS 3D Lung CT Segmentation Challenge","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Paranormal Experiences and Beliefs","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Context (archaeology); Case fatality rate; Cohort; Segmentation; Computed tomography; Radiological weapon","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002084362,0.0002549321,0.0002497905,0.0002509063,0.0006843709,0.0003110898,0.0009785676,0.0001279592,0.3736718],"category_scores_gemma":[0.00007336456,0.0002646203,0.00007581198,0.0003762965,0.0001401511,0.00009525478,0.0005835496,0.0003758023,0.05668748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009074397,"about_ca_system_score_gemma":0.000003321541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001147702,"about_ca_topic_score_gemma":0.000001097708,"domain_scores_codex":[0.9979491,0.0003461512,0.0002620716,0.0006332197,0.0003843317,0.0004251712],"domain_scores_gemma":[0.999003,0.00001122482,0.0002100527,0.0004822205,0.00008494755,0.0002085421],"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":[0.00003998609,0.0001238467,9.857541e-7,0.00007819825,0.0001134061,0.00007446605,0.002492057,0.000001662425,0.0001695615,0.004002107,0.9216179,0.07128586],"study_design_scores_gemma":[0.0005627861,0.0002302512,0.00003611685,0.00005029259,0.00002564508,0.00007208656,0.0006285759,0.00006366604,0.00002154126,0.00001106838,0.9980193,0.0002786826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003413965,0.001020405,0.001194957,0.0003850907,0.0004651353,0.0006133385,0.0003608946,0.0012933,0.9946327],"genre_scores_gemma":[0.008544965,0.001095156,0.0005346992,0.0008374286,0.001806779,5.988495e-7,0.006290417,0.01599273,0.9648972],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3169844,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04485330461482925,"score_gpt":0.3070155702381159,"score_spread":0.2621622656232867,"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."}}