{"id":"W2883515068","doi":"10.1101/379123","title":"Migration rather than proliferation transcriptomic signatures are strongly associated with breast cancer patient survival","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Breast cancer; Cancer research; Cell growth; Cell migration; Transcriptome; Cancer; Phenotype; Biology; Oncology; Medicine; Cell culture; Internal medicine; Gene; Gene expression; Genetics","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":[0.0002943094,0.0002514048,0.0003378451,0.0003747613,0.0001407625,0.0003984683,0.00008312393,0.0002259905,0.001181874],"category_scores_gemma":[0.0007800151,0.00009439004,0.0002687558,0.0004582616,0.0001565883,0.0001509987,0.0001568021,0.0004171541,0.0003621411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001378786,"about_ca_system_score_gemma":0.0001317884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004505865,"about_ca_topic_score_gemma":0.0007684174,"domain_scores_codex":[0.9997645,0.00004633299,0.00001638943,0.00008044916,0.00004541547,0.00004690303],"domain_scores_gemma":[0.9995109,0.0001718681,0.0001783141,0.00003395093,0.00006584185,0.00003906302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00142368,0.0001775898,0.628751,0.0003156524,0.0003383481,0.0001482114,0.0001698868,0.003498852,0.3316846,0.0002299399,0.001823091,0.03143915],"study_design_scores_gemma":[0.00001528201,0.0002691895,0.9413995,0.00002856085,0.0001825862,0.0003529916,0.0002117122,0.008963769,0.04528533,0.0004533783,0.002812434,0.00002527337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923097,0.0007350304,0.002794398,0.0001731997,0.00001679483,0.00001047774,0.003260771,0.00007743134,0.0006222575],"genre_scores_gemma":[0.9940813,0.0002862278,0.001855769,0.00007966061,0.0000163263,0.00002331406,0.003027575,0.00001663629,0.000613165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001181874,"threshold_uncertainty_score":0.003953755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007351826868272009,"score_gpt":0.2025682571080794,"score_spread":0.1952164302398074,"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."}}