{"id":"W4398313701","doi":"10.7910/dvn/fmk6sq/tyckva","title":"655515_1_S1_P.roi","year":2020,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Methylene blue; Staining; Degree (music); Lymph; Pathology; Medicine; Chemistry; Physics; Biochemistry","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":[0.001409295,0.001873567,0.001918113,0.003604071,0.0006309162,0.003127748,0.003066134,0.002096205,0.2595014],"category_scores_gemma":[0.01179919,0.0008750907,0.001522909,0.007408121,0.0004366271,0.001440823,0.00235586,0.00133253,0.2206298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154059,"about_ca_system_score_gemma":0.002208092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02120575,"about_ca_topic_score_gemma":0.03229562,"domain_scores_codex":[0.9989007,0.0002933351,0.0001207896,0.0003371607,0.0001736651,0.0001744912],"domain_scores_gemma":[0.9968514,0.001247151,0.0004061844,0.0005924558,0.0005363925,0.0003664694],"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":[0.00006555876,0.000007834216,0.0006025998,0.0007635108,0.00005136171,0.000008074919,0.00001229559,0.0001793069,0.00003360724,0.0004288467,0.9958087,0.002038245],"study_design_scores_gemma":[0.0005569237,0.00002786382,0.003042297,0.0006987647,0.00009312261,0.00004932252,0.00003966798,0.0003218439,0.0001816246,0.002061214,0.9928993,0.00002812235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004615882,0.0001257434,0.00003924317,0.00008391813,0.00001918672,0.000004885044,0.998679,0.0002296268,0.0007721583],"genre_scores_gemma":[0.0007118343,0.0002014058,0.0002622421,0.0002008597,0.0000280805,0.00009345743,0.9966784,0.0002303173,0.00159341],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7404986,"threshold_uncertainty_score":0.8681186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03126847295093408,"score_gpt":0.2894427915943308,"score_spread":0.2581743186433967,"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."}}