{"id":"W4417201104","doi":"10.1158/1557-3265.earlyonsetca25-a015","title":"Abstract A015: Retinoblastoma points to solutions for Early-Onset Cancers","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Retinopathy of Prematurity Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Public Health Ontario; Princess Margaret Cancer Centre","funders":"","keywords":"Retinoblastoma; Cancer; Childhood cancer; Clinical trial; Disease; Incidence (geometry); Childhood blindness","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005385911,0.0001784104,0.0006065831,0.0003276634,0.0005325586,0.00005390026,0.0003655842,0.0002366035,0.0002261766],"category_scores_gemma":[0.009880641,0.0001600477,0.0002967078,0.0007420592,0.0006475155,0.00005766415,0.000435687,0.001168776,0.0002092995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007204461,"about_ca_system_score_gemma":0.001693626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277592,"about_ca_topic_score_gemma":0.001426025,"domain_scores_codex":[0.9964536,0.0002129243,0.0007519979,0.0007351947,0.0007360901,0.001110173],"domain_scores_gemma":[0.9948265,0.002784457,0.00006946988,0.0006741132,0.001188839,0.0004566376],"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":[0.004925678,0.000311603,0.1435058,0.00066432,0.0003698437,0.00003477172,0.0004308589,0.000007881603,0.0004409302,0.0004794827,0.8203892,0.02843969],"study_design_scores_gemma":[0.002254985,0.001008206,0.8948147,0.001097437,0.00007623347,0.00000238527,0.0003575019,0.00005150056,0.0007602822,0.001813182,0.09758609,0.0001775082],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8987361,0.001555997,0.0001177151,0.08653159,0.0009568936,0.002485684,0.0001584023,0.0001026511,0.009354959],"genre_scores_gemma":[0.9873199,0.0006951214,0.00110501,0.002049475,0.0006732465,0.001064529,0.000008951153,0.00003163609,0.007052153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7513089,"threshold_uncertainty_score":0.9984596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2914335838759521,"score_gpt":0.5680200163333963,"score_spread":0.2765864324574441,"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."}}