{"id":"W6977286416","doi":"10.6084/m9.figshare.19745474","title":"Additional file 1 of Neuroendocrine differentiation distinguishes basaloid variant of lung squamous cell carcinoma","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Neuroendocrine differentiation; Basal cell; Lung; Cellular differentiation; Carcinoma; Neuroendocrine carcinoma; Cell; Epidermoid carcinoma","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001624611,0.000950012,0.001349601,0.002426814,0.0009912736,0.002055903,0.001661709,0.001459196,0.8896261],"category_scores_gemma":[0.04479966,0.0005761061,0.001063243,0.003551235,0.0003513969,0.002289958,0.001176355,0.001065713,0.162339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079609,"about_ca_system_score_gemma":0.001800799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006248332,"about_ca_topic_score_gemma":0.009432382,"domain_scores_codex":[0.9991084,0.0001361721,0.0001884493,0.0002503516,0.0001817251,0.00013493],"domain_scores_gemma":[0.9628161,0.02981342,0.001783697,0.001561819,0.003344398,0.0006805772],"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":[0.0004960881,0.00007962561,0.004067955,0.003917548,0.00006286482,0.0001587962,0.00008231351,0.0003581464,0.000131489,0.0007990723,0.9796287,0.01021743],"study_design_scores_gemma":[0.00711385,0.0003542143,0.05859159,0.01034728,0.0004490862,0.002143903,0.0009171375,0.001811744,0.001137576,0.0197994,0.8970848,0.000249408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002379899,0.00003658542,0.0001721106,0.0001490177,0.00003138543,0.00006207362,0.9981589,0.0001296639,0.001022351],"genre_scores_gemma":[0.01556965,0.0003707735,0.002662499,0.001180256,0.0002329614,0.001946727,0.9639287,0.0008814625,0.01322701],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8896261,"threshold_uncertainty_score":0.157435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01995138176625658,"score_gpt":0.2581896097602362,"score_spread":0.2382382279939797,"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."}}