{"id":"W6920808254","doi":"10.6084/m9.figshare.17305293","title":"Additional file 1 of A suitable time point for quantifying the radiochemical purity of 225Ac-labeled radiopharmaceuticals","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Radioactive Decay and Measurement Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Statistical analysis; Time point; Point (geometry); Nuclear data; Data file; End point","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002484878,0.0008800041,0.0009241446,0.001341343,0.0007130696,0.001561069,0.001501468,0.001137391,0.8702208],"category_scores_gemma":[0.02355067,0.0005998085,0.0007017182,0.001962387,0.0002197576,0.001678291,0.0008369847,0.0009089313,0.2459936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001258225,"about_ca_system_score_gemma":0.001513929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003052907,"about_ca_topic_score_gemma":0.005100426,"domain_scores_codex":[0.9992421,0.0001444333,0.0001047848,0.0001914809,0.0002413487,0.00007588055],"domain_scores_gemma":[0.9787737,0.01582953,0.001061192,0.001199322,0.002838206,0.0002980487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004965727,0.0001113469,0.001105999,0.002735954,0.00003275258,0.00006891794,0.00004692607,0.0003616137,0.000645722,0.001189452,0.9755186,0.01768612],"study_design_scores_gemma":[0.001557537,0.0002076738,0.007376211,0.001460483,0.0001055932,0.0003259691,0.000144805,0.001308936,0.003665281,0.007534361,0.9762313,0.00008183269],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0003481676,0.00007002869,0.002075396,0.0002227008,0.00007491811,0.000157992,0.9923212,0.001284138,0.003445429],"genre_scores_gemma":[0.01289145,0.0004856563,0.0138516,0.001254049,0.0002324137,0.003248322,0.9343545,0.004387621,0.02929441],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8702208,"threshold_uncertainty_score":0.1851142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08421862278965682,"score_gpt":0.3521596816304762,"score_spread":0.2679410588408194,"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."}}