{"id":"W2078354424","doi":"10.1002/ijc.24188","title":"Compact spheroid formation by ovarian cancer cells is associated with contractile behavior and an invasive phenotype","year":2008,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":251,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"Ovarian Cancer Research Fund","keywords":"Spheroid; Phenotype; Ovarian cancer; Biology; Cancer; Cancer research; Pathology; Cell biology; Medicine; Internal medicine; Cell culture; Genetics; Gene","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":[],"consensus_categories":[],"category_scores_codex":[0.00005323035,0.0000849495,0.0001043307,0.00003345234,0.00005213444,0.00003278357,0.0001206417,0.00005709296,0.0003621659],"category_scores_gemma":[0.00001465771,0.00007165119,0.00004440979,0.00002513578,0.000027507,0.00004614302,0.00001309236,0.0001059665,0.000001155134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007570907,"about_ca_system_score_gemma":0.0001465139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002593147,"about_ca_topic_score_gemma":0.000528189,"domain_scores_codex":[0.9993921,0.00002244814,0.0001930083,0.00009381078,0.0002126659,0.00008596071],"domain_scores_gemma":[0.9990166,0.00001043128,0.000322194,0.00005691396,0.0005216269,0.00007224599],"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":[0.0002457866,0.000138295,0.002133251,0.000001404623,0.0002640434,0.0000212474,0.0001784902,0.0000830938,0.9814782,0.000009365329,0.01408833,0.001358492],"study_design_scores_gemma":[0.001611826,0.0004055631,0.005480197,0.0000625043,0.00009232193,0.0001580902,0.0001073273,0.0002374023,0.963967,0.00002005541,0.02770581,0.0001519211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968351,0.0009741825,0.0009580259,0.0003479304,0.0004663318,0.00006750543,0.0001755223,0.000002216405,0.000173148],"genre_scores_gemma":[0.9971953,0.001497583,0.00004762635,0.0005228791,0.0002795223,0.000006046351,0.00006014479,0.00001203417,0.0003788759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01751122,"threshold_uncertainty_score":0.3965462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273845183913246,"score_gpt":0.2866749900505775,"score_spread":0.273936538211445,"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."}}