{"id":"W7024995988","doi":"","title":"Targeting the PI3K Pathway in Esophago-Gastric Cancer","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Precipitation Measurement and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Cancer; PI3K/AKT/mTOR pathway; Disease; Signal transduction; Mutation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001199369,0.0005594758,0.0005930889,0.0003773364,0.0009611819,0.0001546185,0.0008709357,0.0003486036,0.003480592],"category_scores_gemma":[0.0007006034,0.0004417822,0.0003109399,0.001566149,0.00004017433,0.0005971896,0.00002583064,0.001409102,0.0007406249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008936001,"about_ca_system_score_gemma":0.0001078519,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003153189,"about_ca_topic_score_gemma":0.0286146,"domain_scores_codex":[0.9959612,0.0005468436,0.0008530623,0.0008733214,0.00109973,0.0006657944],"domain_scores_gemma":[0.9983587,0.0002892806,0.0005476971,0.0003366883,0.0002057007,0.0002619894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003775035,0.0001170388,0.03865783,0.0004447621,0.000597744,0.0001848224,0.0001519693,0.00900807,0.01118144,0.002794619,0.00009351084,0.9363907],"study_design_scores_gemma":[0.005913991,0.0008604876,0.5130662,0.002393375,0.001836686,0.00002355107,0.009178974,0.01707239,0.04838805,0.03513838,0.3575845,0.008543406],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9272453,0.005960912,3.257044e-7,0.0001671497,0.001762139,0.0007003798,0.001506117,0.0001706516,0.06248699],"genre_scores_gemma":[0.9933288,0.0007882648,0.000184648,0.0005179596,0.0001393993,0.00003537691,0.002789735,0.00003573871,0.002180041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9278473,"threshold_uncertainty_score":0.9998034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02267654853930336,"score_gpt":0.2278168489453171,"score_spread":0.2051403004060137,"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."}}