{"id":"W4254226487","doi":"10.1109/iotsms52051.2020.9340210","title":"IOTSMS 2020 Committee","year":2020,"lang":"en","type":"article","venue":"","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science","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":[0.01717478,0.001452969,0.001107596,0.002873699,0.001917635,0.006943654,0.003495449,0.01419543,0.1058376],"category_scores_gemma":[0.01567044,0.0006667356,0.002610627,0.001148729,0.001254958,0.002738836,0.004999226,0.006267357,0.09368612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003035274,"about_ca_system_score_gemma":0.02536689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00680937,"about_ca_topic_score_gemma":0.01048029,"domain_scores_codex":[0.9916785,0.001001418,0.0004365491,0.0003572797,0.005081113,0.001445158],"domain_scores_gemma":[0.9857954,0.000984979,0.0006826893,0.0004529329,0.007271173,0.004812857],"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":[0.0001121093,0.00007302138,0.0001930659,0.000161374,0.00001051735,0.0000695416,0.00001538924,0.0002730103,0.0003764496,0.006783189,0.971245,0.02068725],"study_design_scores_gemma":[0.00002526168,0.00003907355,0.0002853266,0.0001387555,0.000007200292,0.00004475308,0.00001693545,0.0001630567,0.0001958237,0.001675772,0.9973978,0.00001028228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003070581,0.007454029,0.01100138,0.1315459,0.1105095,0.002025742,0.01355807,0.003025531,0.7178093],"genre_scores_gemma":[0.009886612,0.005801033,0.009594439,0.08397064,0.02083189,0.001768444,0.02385969,0.00141784,0.8428695],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8941624,"threshold_uncertainty_score":0.3540622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02039189860211621,"score_gpt":0.3647949320571149,"score_spread":0.3444030334549987,"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."}}