{"id":"W3084406411","doi":"10.1002/cncr.33041","title":"A system for classifying cancers diagnosed in adolescents and young adults","year":2020,"lang":"en","type":"article","venue":"Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"World Health Organization","keywords":"Medicine; Cancer; Young adult; Pediatrics; Gerontology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.004360013,0.0009044309,0.0008810519,0.0116581,0.002091797,0.001802596,0.001262896,0.0009368794,0.01579406],"category_scores_gemma":[0.01466673,0.0003666268,0.001278661,0.006373993,0.0008532571,0.002032676,0.002842385,0.001843185,0.005684834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002275869,"about_ca_system_score_gemma":0.005730744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01351356,"about_ca_topic_score_gemma":0.01852681,"domain_scores_codex":[0.9953536,0.001133451,0.001522583,0.0005338444,0.001072161,0.000384396],"domain_scores_gemma":[0.989314,0.002034697,0.001768422,0.000575182,0.005409607,0.0008981234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007729844,0.000556549,0.5756044,0.0008773582,0.0002695698,0.0003712571,0.001763034,0.001893968,0.002453207,0.00971954,0.155185,0.2505331],"study_design_scores_gemma":[0.0005100647,0.001457794,0.6745549,0.001361953,0.0004914525,0.003548395,0.006498442,0.01612109,0.003112541,0.01580234,0.2761504,0.0003907368],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4034644,0.008009078,0.2045323,0.01720502,0.006567079,0.01584398,0.1871566,0.007438415,0.1497831],"genre_scores_gemma":[0.3569011,0.002955313,0.4804863,0.002323466,0.0008286317,0.01274186,0.1095101,0.0007775101,0.03347573],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01579406,"threshold_uncertainty_score":0.05283642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04150295459821741,"score_gpt":0.3169065638080271,"score_spread":0.2754036092098097,"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."}}