{"id":"W4400382923","doi":"10.14740/wjon1875","title":"Use of Period Analysis to Timely Assess Five-Year Relative Survival for the Patients With Bone Cancer","year":2024,"lang":"en","type":"article","venue":"World Journal of Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Recruitment Program of Global Experts","keywords":"Medicine; Period (music); Relative survival; Cancer; Internal medicine; Cancer registry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00525162,0.000619471,0.000580478,0.002445165,0.0003105776,0.0009837933,0.0006702723,0.0003387392,0.002056329],"category_scores_gemma":[0.01227503,0.000222761,0.002427749,0.00251319,0.0001738194,0.000851059,0.0009002995,0.0007367033,0.0002605307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008557212,"about_ca_system_score_gemma":0.001981683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01224179,"about_ca_topic_score_gemma":0.01054756,"domain_scores_codex":[0.9980237,0.0009278702,0.0003095157,0.0003876267,0.0002083188,0.0001428316],"domain_scores_gemma":[0.994453,0.002482749,0.001724812,0.0005058153,0.0006021256,0.0002315791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003541109,0.00003944298,0.9680907,0.0002752155,0.0007519387,0.00007851553,0.0001480414,0.006545379,0.0001935109,0.0005543254,0.001637506,0.02133134],"study_design_scores_gemma":[0.00009125127,0.0005588544,0.9028801,0.0001782014,0.001684739,0.0004595722,0.0004786047,0.08212174,0.0007505885,0.002080351,0.008655562,0.00006053042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8920586,0.006371759,0.06284383,0.001316782,0.0003178081,0.0005902602,0.03171363,0.0004282346,0.004359108],"genre_scores_gemma":[0.9820192,0.0005591697,0.008748396,0.0000960793,0.0000674648,0.0003874878,0.007602693,0.00002635399,0.0004933134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01224179,"threshold_uncertainty_score":0.02777356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05658731605281674,"score_gpt":0.365889636601353,"score_spread":0.3093023205485363,"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."}}