{"id":"W7138451828","doi":"10.6084/m9.figshare.4332797.v1","title":"Additional file 3: of The validity of pediatric cancer diagnoses in a population-based general cancer registry in Ontario, Canada","year":2016,"lang":"","type":"article","venue":"Figshare","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical diagnosis; Cancer registry; Pediatric cancer; Childhood cancer; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001090468,0.0005374328,0.0009487998,0.003600111,0.002414622,0.00126134,0.001732992,0.0005707205,0.3255047],"category_scores_gemma":[0.02508446,0.0005223097,0.0009999569,0.009382631,0.0004638165,0.000974924,0.000902924,0.000634344,0.01419544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01250442,"about_ca_system_score_gemma":0.02588251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9460318,"about_ca_topic_score_gemma":0.961331,"domain_scores_codex":[0.9985766,0.00009839204,0.0002533686,0.0002564333,0.0004540019,0.0003611515],"domain_scores_gemma":[0.9745551,0.007856718,0.002452358,0.001462584,0.01253043,0.001142849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001899633,0.00003585819,0.06286157,0.001118151,0.0000808449,0.0001019722,0.0003100163,0.0003978904,0.00009138859,0.0006208384,0.9284619,0.005729619],"study_design_scores_gemma":[0.001201827,0.00005085368,0.7623202,0.00301064,0.0002465453,0.0003593979,0.002280792,0.001603607,0.0005530999,0.0009777482,0.2272599,0.0001354392],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.00100885,0.00001332282,0.00005183655,0.00008284461,0.00001062097,0.00005372607,0.9971845,0.00003354604,0.001560757],"genre_scores_gemma":[0.06725437,0.0002010035,0.001547378,0.0004143247,0.00004418212,0.001150808,0.9185043,0.0001799842,0.01070361],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3255047,"threshold_uncertainty_score":0.9620857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04139984052682953,"score_gpt":0.2592659003893656,"score_spread":0.217866059862536,"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."}}