{"id":"W6948800520","doi":"10.5281/zenodo.11061178","title":"InsightSoftwareConsortium/ITK: ITK 5.4 Release Candidate 4: ALL THE DICOMs","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"DICOM; Metadata; Workflow; Medical imaging; Modalities; Implementation; Interoperability","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":[0.006104128,0.002004856,0.001161211,0.002688223,0.001287305,0.007953495,0.004446788,0.002650109,0.4960183],"category_scores_gemma":[0.02251209,0.002462247,0.00180148,0.002002597,0.0008990377,0.006086279,0.005160245,0.0028484,0.5118123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002171411,"about_ca_system_score_gemma":0.00278709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005029912,"about_ca_topic_score_gemma":0.005379983,"domain_scores_codex":[0.9951929,0.0004980835,0.000313869,0.0005907666,0.002925074,0.000479291],"domain_scores_gemma":[0.9856149,0.002008313,0.0007533307,0.00344851,0.007044855,0.001129988],"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":[0.0001642589,0.00001492907,0.0001362285,0.0002104582,0.00001476712,0.00006902052,0.00008856208,0.0001924863,0.001854078,0.002228917,0.9582205,0.03680576],"study_design_scores_gemma":[0.00008981599,0.00004892725,0.0007708248,0.0001667907,0.00001910678,0.0002846202,0.00006921036,0.001376842,0.006156431,0.002497953,0.9884266,0.00009295383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001643648,0.001006386,0.09652785,0.003269413,0.002280748,0.0008318108,0.05297891,0.6444269,0.1970344],"genre_scores_gemma":[0.01653842,0.001003621,0.09133229,0.002847996,0.000596951,0.001042068,0.1136757,0.4903215,0.2826415],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4960183,"threshold_uncertainty_score":0.7188687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03651736368505262,"score_gpt":0.2448708893123824,"score_spread":0.2083535256273298,"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."}}