{"id":"W7127886022","doi":"10.5281/zenodo.18496578","title":"Interstitial HDR breast","year":2023,"lang":"","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Carleton University","funders":"","keywords":"Brachytherapy; Imaging phantom; Imaging phantom; Radiation treatment planning; Upload; Traceability","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":[0.002058624,0.002969049,0.001673752,0.002356859,0.0007969908,0.002038456,0.005824293,0.00293831,0.03934663],"category_scores_gemma":[0.006748659,0.0008674051,0.003014098,0.00282171,0.0005454352,0.001158958,0.00259036,0.00228335,0.06031315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00219876,"about_ca_system_score_gemma":0.002416293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02031826,"about_ca_topic_score_gemma":0.03327547,"domain_scores_codex":[0.9985415,0.0002703278,0.0001502215,0.0004361515,0.0004470498,0.0001547565],"domain_scores_gemma":[0.9977894,0.0005778722,0.0002375561,0.0006672199,0.0005984566,0.0001295105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000291892,0.00007043406,0.001263876,0.001939626,0.0001397058,0.0000697837,0.00002965683,0.002038712,0.0004883042,0.0005884141,0.9805772,0.01250222],"study_design_scores_gemma":[0.0008800773,0.00009250134,0.007376377,0.001169185,0.0002142599,0.0003756053,0.00008802884,0.00359867,0.003084519,0.002938896,0.9800906,0.00009133199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005721034,0.0002639262,0.0006536241,0.0001485771,0.00006048886,0.00005912597,0.9953281,0.00155316,0.001360879],"genre_scores_gemma":[0.001124447,0.0001045732,0.001113739,0.00007852486,0.0000133612,0.0001818478,0.9962502,0.0001696708,0.0009635427],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9606534,"threshold_uncertainty_score":0.1316276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06594011603560687,"score_gpt":0.3596600533129576,"score_spread":0.2937199372773508,"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."}}