{"id":"W4236687215","doi":"10.1109/iotsms48152.2019.8939270","title":"IOTSMS 2019 Committee","year":2019,"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; Polytechnique Montréal; University of Ottawa","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":[0.01428285,0.001184486,0.001029621,0.002505209,0.002522756,0.008301029,0.003115919,0.01425941,0.141003],"category_scores_gemma":[0.01500718,0.000690249,0.002540605,0.001037526,0.001112687,0.002460477,0.005388078,0.007719564,0.1297948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003063964,"about_ca_system_score_gemma":0.01948485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006608042,"about_ca_topic_score_gemma":0.01543919,"domain_scores_codex":[0.9921229,0.0007726759,0.0004837487,0.0004450254,0.004648651,0.001526939],"domain_scores_gemma":[0.9821305,0.001146877,0.0008494326,0.0007032895,0.009216376,0.005953681],"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":[0.00007254958,0.00004566886,0.0001889886,0.0001124774,0.00000823563,0.00006883414,0.00001310569,0.00009884156,0.0002807476,0.003438984,0.9814687,0.01420287],"study_design_scores_gemma":[0.0000187394,0.00002523921,0.0004204799,0.0001263619,0.000006103738,0.00004392295,0.00001684731,0.00007351481,0.0001696498,0.0009802456,0.9981096,0.000009209973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002562095,0.006058087,0.006684011,0.1642015,0.169685,0.00180398,0.01000761,0.002147456,0.6368502],"genre_scores_gemma":[0.005711927,0.00289308,0.003996488,0.06033321,0.02720228,0.0008403118,0.01045941,0.0009713771,0.887592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.858997,"threshold_uncertainty_score":0.4717022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008383429466178424,"score_gpt":0.3530846837331159,"score_spread":0.3447012542669374,"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."}}