{"id":"W4407844752","doi":"10.3390/cancers17050720","title":"Recent Advances in Pineoblastoma Research: Molecular Classification, Modelling and Targetable Vulnerabilities","year":2025,"lang":"en","type":"review","venue":"Cancers","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Malignancy; Oncology; Melatonin; microRNA; Cancer research; Disease; Cancer; Drosha; Internal medicine; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006648217,0.0008980147,0.001501357,0.002903137,0.0002173858,0.001092499,0.0008651122,0.0008345494,0.002970188],"category_scores_gemma":[0.0007777979,0.0003489832,0.0007065476,0.002282008,0.0004948867,0.001242969,0.0006756909,0.002005241,0.001629682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009343116,"about_ca_system_score_gemma":0.001041531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001544934,"about_ca_topic_score_gemma":0.00251437,"domain_scores_codex":[0.9998154,0.00003093581,0.00002943853,0.00003581529,0.00006700814,0.0000214503],"domain_scores_gemma":[0.9996529,0.0001649891,0.00004951037,0.00001129849,0.00008842439,0.0000329914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001118034,0.00006807757,0.0002307751,0.02470938,0.0001081854,0.0002194848,0.00006792951,0.0006865606,0.00275246,0.00554839,0.02524203,0.940255],"study_design_scores_gemma":[0.00001811154,0.00009389545,0.0006707884,0.002739592,0.000153123,0.001078931,0.00004448583,0.0001473276,0.0006011409,0.00233783,0.9920923,0.0000224466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009541452,0.9989636,0.0001161313,0.0001611673,0.0001102234,0.000003575641,0.00001583961,0.000006980213,0.0005270207],"genre_scores_gemma":[0.0004996876,0.9988303,0.0001626032,0.0001096279,0.00008820069,0.000003907267,0.00003678754,0.000001236614,0.0002676505],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002970188,"threshold_uncertainty_score":0.009936273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1257375475336293,"score_gpt":0.4092762788857484,"score_spread":0.2835387313521191,"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."}}