{"id":"W2048880738","doi":"10.1593/neo.07472","title":"Characterization of Ovarian Cancer Ascites on Cell Invasion, Proliferation, Spheroid Formation, Gene Expression in an In Vitro Model of Epithelial Ovarian Cancer","year":2007,"lang":"en","type":"article","venue":"Neoplasia","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University Health Centre; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Institute of Cancer Research; Canadian Institutes of Health Research; Cancer Research Society","keywords":"Ascites; Ovarian cancer; Biology; Cancer research; Cancer; Gene expression; Internal medicine; Gene; Medicine; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002947494,0.0001977494,0.000402643,0.0002919117,0.00003909261,0.00001245821,0.00008269428,0.000158911,0.0001450872],"category_scores_gemma":[0.00002171969,0.0001718171,0.00005170365,0.0003731504,0.00002860827,0.0003328786,0.00001919323,0.0001398598,0.000002891921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003122672,"about_ca_system_score_gemma":0.0003495419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004660235,"about_ca_topic_score_gemma":0.001714214,"domain_scores_codex":[0.9983124,0.00005346289,0.0007187427,0.0003141957,0.0003491835,0.0002520271],"domain_scores_gemma":[0.9990171,0.00003621873,0.0003313119,0.0002972553,0.000208106,0.0001100513],"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":[0.00156025,0.0008757883,0.100537,0.0001421854,0.00001203164,0.000007280965,0.002070999,0.002611909,0.8870507,0.00005166885,0.00002650254,0.005053654],"study_design_scores_gemma":[0.003725583,0.0002037284,0.1979587,0.000345913,0.00003106917,0.000001752717,0.00005210249,0.005927718,0.7915642,0.00004797379,0.0000345436,0.0001066768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955739,0.00008478458,0.002434368,0.0004911429,0.0001418215,0.0008849587,0.0001628441,0.00001630639,0.0002099138],"genre_scores_gemma":[0.9955511,0.0002405467,0.003215515,0.0002707639,0.0001519717,0.0001950855,0.0002826227,0.00002905261,0.00006333338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09742174,"threshold_uncertainty_score":0.7006499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982985713231628,"score_gpt":0.2690812751345723,"score_spread":0.249251418002256,"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."}}