{"id":"W6920884037","doi":"10.6084/m9.figshare.24962492.v1","title":"A geospatial assessment of industrial releases and pediatric neuroblastic tumours at diagnosis: A retrospective case series","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Retrospective cohort study; Malignancy; Linear regression; Series (stratigraphy); Carcinogen","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":[],"consensus_categories":[],"category_scores_codex":[0.0003159034,0.0004581419,0.0004201957,0.001939098,0.0009296909,0.0007199483,0.0004965086,0.0006305445,0.001189055],"category_scores_gemma":[0.001471523,0.0005461336,0.000409314,0.002446492,0.0007822645,0.0005939861,0.0008170385,0.0005300352,0.0002400084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001172914,"about_ca_system_score_gemma":0.001166501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01682394,"about_ca_topic_score_gemma":0.01998191,"domain_scores_codex":[0.9994662,0.00005762612,0.00009402771,0.0001484945,0.00012209,0.0001115081],"domain_scores_gemma":[0.9990237,0.0001747785,0.000408639,0.0001043105,0.0001286896,0.0001598638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003609332,0.0000234222,0.9646271,0.00003513417,0.00002109141,0.0320072,0.0003497915,0.00006545793,0.000255409,0.00004397119,0.0001335628,0.002401815],"study_design_scores_gemma":[0.000008517478,0.0001943751,0.726272,0.00007188922,0.00009459677,0.2682487,0.002515879,0.0004135572,0.0005294525,0.00008568729,0.001538963,0.00002638809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983881,0.0006391748,0.000202704,0.00003173725,0.000004603481,0.00003002671,0.0001806675,0.000005883748,0.0005171079],"genre_scores_gemma":[0.9985182,0.0008021699,0.0002845959,0.00002801298,0.00001172416,0.00001349103,0.0002405287,0.000003744655,0.0000975791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01682394,"threshold_uncertainty_score":0.03345203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03680938637137688,"score_gpt":0.3120177624810543,"score_spread":0.2752083761096775,"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."}}