{"id":"W4244521969","doi":"10.3410/f.1089293.551936","title":"Faculty Opinions recommendation of Tumor growth need not be driven by rare cancer stem cells.","year":2007,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Stem cell; Cancer; Cancer research; Computational biology; Medicine; Biology; Internal medicine; 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":[0.002386672,0.001700155,0.001746446,0.002992919,0.0006935942,0.003725081,0.002826805,0.002606244,0.07206459],"category_scores_gemma":[0.01849835,0.0007769068,0.001512231,0.005475558,0.0003886902,0.001826365,0.001308772,0.002142238,0.07858136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565837,"about_ca_system_score_gemma":0.003907373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01807043,"about_ca_topic_score_gemma":0.04167265,"domain_scores_codex":[0.9975138,0.0003634619,0.0003177037,0.0006365213,0.0008934797,0.0002749581],"domain_scores_gemma":[0.9927407,0.002215672,0.0008636137,0.001865096,0.001741986,0.0005729534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001229979,0.00001851113,0.002178839,0.0004029117,0.00006027245,0.00001793748,0.000006701379,0.0002167731,0.0001124603,0.000320331,0.9929235,0.003618757],"study_design_scores_gemma":[0.0003905892,0.00002558108,0.01055274,0.000320387,0.0001316518,0.0001134452,0.00003760993,0.001432779,0.001094079,0.001944141,0.9839168,0.0000401785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003559194,0.0001130576,0.0001725944,0.0003173446,0.0000670366,0.0000159442,0.9967949,0.0004483151,0.001715002],"genre_scores_gemma":[0.0013332,0.0001018773,0.0004672815,0.0001750793,0.00002372093,0.00003646247,0.9958943,0.0001267149,0.001841384],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.07206459,"threshold_uncertainty_score":0.24108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284360512317962,"score_gpt":0.3265549372159328,"score_spread":0.3037113320927532,"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."}}