{"id":"W3099351544","doi":"10.1145/3388440.3414206","title":"iSOM-GSN","year":2020,"lang":"en","type":"article","venue":"","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","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":[],"consensus_categories":[],"category_scores_codex":[0.0009901592,0.001116589,0.001796017,0.00158513,0.0008264604,0.002143923,0.002189187,0.002577391,0.7569718],"category_scores_gemma":[0.002417513,0.0005217275,0.0008934592,0.001037246,0.0007843867,0.0009085377,0.001917908,0.002259522,0.5102599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001151282,"about_ca_system_score_gemma":0.002560375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002419083,"about_ca_topic_score_gemma":0.002124067,"domain_scores_codex":[0.9990799,0.000142276,0.00005135333,0.0001620538,0.0004011581,0.0001632809],"domain_scores_gemma":[0.9987057,0.0001600802,0.00007541889,0.0002043021,0.0002944805,0.0005600839],"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":[0.002771018,0.0007031516,0.0007501053,0.002521719,0.0001182437,0.0007902565,0.0001251365,0.0003960059,0.02193874,0.01155936,0.6628365,0.2954897],"study_design_scores_gemma":[0.0002846845,0.0002940448,0.000827608,0.0002605997,0.00002959402,0.0003257745,0.00005585726,0.0001147357,0.004321442,0.0009722897,0.9925021,0.00001125349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004411574,0.01483253,0.002290818,0.01028346,0.007930907,0.0007128748,0.0304603,0.002274094,0.9268034],"genre_scores_gemma":[0.03154895,0.009321275,0.002639176,0.002306908,0.001123868,0.0005613321,0.03625454,0.0006428371,0.9156011],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7569718,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05375999930618938,"score_gpt":0.2736398993374314,"score_spread":0.2198799000312421,"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."}}