{"id":"W6954732863","doi":"10.57745/xoiqkr","title":"Data_Set_Figure8B_101016jjnoncrysol2025123695_20250711_V0.opju","year":2025,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Set (abstract data type); Data set; Identification (biology); Work (physics)","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":[0.001131917,0.002755309,0.001889582,0.002808756,0.001075941,0.002559752,0.003333846,0.002829965,0.1633114],"category_scores_gemma":[0.007065421,0.0008727442,0.002493871,0.004055819,0.0005787737,0.001161929,0.001545453,0.002306632,0.1528795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002155595,"about_ca_system_score_gemma":0.003316594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0473871,"about_ca_topic_score_gemma":0.06124665,"domain_scores_codex":[0.9990098,0.0002208502,0.00008582747,0.0003094367,0.0002196684,0.0001542471],"domain_scores_gemma":[0.9978598,0.0007936534,0.0001352787,0.0004186499,0.0005746211,0.000217953],"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":[0.0000842052,0.00002227703,0.0003968501,0.0005162845,0.00003865349,0.00001405309,0.00001219419,0.0003366118,0.0000977971,0.0003285127,0.9968349,0.00131757],"study_design_scores_gemma":[0.0007461213,0.00003462167,0.003128214,0.0002745132,0.00006893135,0.00007048872,0.00004669366,0.0007541789,0.0005724182,0.001410041,0.9928558,0.00003791316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001202389,0.00009232511,0.00006042917,0.0001172761,0.00003748831,0.00001133527,0.9981462,0.0005337926,0.0008809599],"genre_scores_gemma":[0.0004312649,0.00006891221,0.000253921,0.00009414962,0.00000963512,0.00006564622,0.9978897,0.0001387278,0.001047985],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8366886,"threshold_uncertainty_score":0.5463312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2001790692291364,"score_gpt":0.4333833986769702,"score_spread":0.2332043294478338,"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."}}