{"id":"W6981436247","doi":"","title":"Electrochemical Detection of Platinum-Based Chemoresistance and Correlation with MEK1 Activity in Living Cancer Cells","year":2024,"lang":"en","type":"other","venue":"Mspace (University of Manitoba)","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Ovarian cancer; Biomarker; Cancer; Cancer cell; Mechanism (biology); Drug resistance; Kinase; Chemotherapy; Acquired resistance","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":[0.0003515383,0.0002111337,0.000186516,0.0006796123,0.0002090648,0.0006061589,0.0002935122,0.0003909837,0.001738263],"category_scores_gemma":[0.0004368265,0.0001407698,0.0001129791,0.0008538166,0.0002358507,0.0002270815,0.0003609654,0.0002718756,0.0005147078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004909119,"about_ca_system_score_gemma":0.0002705078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004775168,"about_ca_topic_score_gemma":0.008185033,"domain_scores_codex":[0.999598,0.00007033035,0.00002613809,0.00007605874,0.0001772626,0.00005228382],"domain_scores_gemma":[0.9997014,0.0000557608,0.00008454066,0.00002192035,0.0001158419,0.00002049757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002121844,0.0001450033,0.04247807,0.0003171016,0.00005985907,0.0002687127,0.0006554101,0.000257719,0.9228725,0.0006247475,0.0006219164,0.03148673],"study_design_scores_gemma":[0.00001156864,0.0003008191,0.1556731,0.00003069393,0.00006963594,0.0006991019,0.001560268,0.003485277,0.8323355,0.0004303601,0.005378896,0.00002470039],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811596,0.002244617,0.006935104,0.000465291,0.00003127426,0.00004476265,0.0007163004,0.0001716667,0.008231536],"genre_scores_gemma":[0.987042,0.001291021,0.004999135,0.0001082925,0.000005766141,0.00003435774,0.0003503125,0.00000819387,0.00616086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004775168,"threshold_uncertainty_score":0.009494722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00942236127823235,"score_gpt":0.2092885390728555,"score_spread":0.1998661777946231,"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."}}