{"id":"W2593355480","doi":"10.1016/j.celrep.2017.02.028","title":"Interrogation of Functional Cell-Surface Markers Identifies CD151 Dependency in High-Grade Serous Ovarian Cancer","year":2017,"lang":"en","type":"article","venue":"Cell Reports","topic":"Cell Adhesion Molecules Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Université de Montréal; Princess Margaret Cancer Centre; Ontario Institute for Cancer Research; University Health Network; University of Toronto; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Terry Fox Research Institute; Ovarian Cancer Canada; Ontario Institute for Cancer Research; Cancer Research UK; McGill University; Ovarian Cancer Research Fund","keywords":"Ovarian cancer; Tetraspanin; Biology; Serous fluid; Cancer research; Serous ovarian cancer; RNA interference; Gene; Cancer; Cell; Computational biology; Genetics; RNA","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000116207,0.0001196769,0.0001424525,0.0002862383,0.0001204166,0.0002945659,0.0001003408,0.0001455987,0.0006042821],"category_scores_gemma":[0.000158283,0.00007182114,0.0001333451,0.0002296696,0.000142317,0.0001405833,0.0001743451,0.0002076911,0.0001332238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002213035,"about_ca_system_score_gemma":0.0001167413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006890006,"about_ca_topic_score_gemma":0.001763828,"domain_scores_codex":[0.9999161,0.00001466824,0.000008076676,0.00001270581,0.00002720661,0.00002120745],"domain_scores_gemma":[0.9999098,0.00001903059,0.00003114281,0.00001045731,0.00000986544,0.0000197981],"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":[0.00008919851,0.00001605534,0.01047252,0.00002803423,0.000009036859,0.00006489262,0.00002298219,0.0001280639,0.9864813,0.00006167944,0.00004290286,0.002583198],"study_design_scores_gemma":[0.00001274023,0.0003878842,0.2412879,0.00001129823,0.00004282931,0.0007182488,0.0001633441,0.00315172,0.7515962,0.0000954695,0.002525976,0.000006391473],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987941,0.0003835039,0.0003798411,0.00002412943,0.000001918856,0.000005780164,0.0001322661,0.00001196375,0.0002664466],"genre_scores_gemma":[0.9988427,0.0002057288,0.0004388926,0.0000208464,7.685447e-7,0.000004829564,0.0002573589,0.00000277524,0.0002261105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006890006,"threshold_uncertainty_score":0.002021492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748206959597382,"score_gpt":0.3065320104898391,"score_spread":0.2790499408938653,"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."}}