{"id":"W4398691611","doi":"10.7910/dvn/fmk6sq/oaamsx","title":"619299_1S1.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; Degree (music); Staining; 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":[0.001320347,0.002090864,0.002032072,0.00412049,0.0007002348,0.003114085,0.003317666,0.002387404,0.2476887],"category_scores_gemma":[0.01148418,0.0009527548,0.001651975,0.008014241,0.0004394283,0.001513754,0.002569691,0.00143375,0.2103273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001739234,"about_ca_system_score_gemma":0.002332552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02541358,"about_ca_topic_score_gemma":0.03914682,"domain_scores_codex":[0.998903,0.0002575181,0.0001300965,0.0003324381,0.0001845019,0.0001923613],"domain_scores_gemma":[0.9967263,0.001251478,0.0004429682,0.0005783925,0.0006062415,0.0003946747],"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":[0.00006238021,0.000008055967,0.0005815038,0.0007090273,0.00004305706,0.000008386561,0.00001079499,0.0001509878,0.00002704353,0.0003489953,0.9963864,0.001663403],"study_design_scores_gemma":[0.0006268844,0.00002867194,0.003873323,0.0007594306,0.00009144116,0.00005964598,0.00004650681,0.0003522178,0.0001873794,0.001960412,0.9919828,0.00003139815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004294346,0.0001001872,0.00002677722,0.00007527538,0.00001586531,0.000004253754,0.9989532,0.0001819271,0.0005994996],"genre_scores_gemma":[0.0005264627,0.0001546658,0.0001831576,0.000154191,0.00002268517,0.00007385435,0.9974521,0.0001597032,0.001273238],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7523113,"threshold_uncertainty_score":0.8286012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090313209444807,"score_gpt":0.2889820180055601,"score_spread":0.258078885911112,"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."}}