{"id":"W3148173154","doi":"10.3390/cancers13071688","title":"Expression of ERBB Family Members as Predictive Markers of Prostate Cancer Progression and Mortality","year":2021,"lang":"en","type":"article","venue":"Cancers","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Prostate cancer; Oncology; Prostate; Medicine; Internal medicine; Cancer","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":[0.0008130837,0.0003148153,0.0002071311,0.000558519,0.0001186468,0.0002984028,0.0001555806,0.0001723435,0.0008810775],"category_scores_gemma":[0.001306813,0.00007654565,0.0003048573,0.0003796311,0.0001516693,0.000135372,0.0001748848,0.0003557402,0.0001144998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954929,"about_ca_system_score_gemma":0.0002312155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009492244,"about_ca_topic_score_gemma":0.001470559,"domain_scores_codex":[0.9998187,0.00008004966,0.00001025689,0.00003026883,0.00003727717,0.00002340387],"domain_scores_gemma":[0.99929,0.0003823727,0.0001627957,0.00002551461,0.00005012578,0.0000891556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006214838,0.00003034916,0.9854383,0.00002470951,0.0000969291,0.00004808953,0.00001836994,0.002289721,0.002853027,0.00003637865,0.0001283367,0.008414323],"study_design_scores_gemma":[0.00001649225,0.0002074497,0.9801702,0.00001456295,0.0002207891,0.0003673836,0.00005868131,0.01575426,0.002448862,0.0003356904,0.0003967989,0.000008825401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99675,0.001160146,0.001363718,0.00006684246,0.000006296025,0.000006680266,0.0002102777,0.00001889129,0.0004172098],"genre_scores_gemma":[0.9992349,0.0001379996,0.0004527044,0.000006409141,0.000005716506,0.000003233574,0.00009529337,0.000001168934,0.00006264164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009492244,"threshold_uncertainty_score":0.004300058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752979421962736,"score_gpt":0.400819810740704,"score_spread":0.3632900165210766,"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."}}