{"id":"W4308016405","doi":"10.1186/s12885-022-10206-1","title":"Prevalence of Her2-neu status and its clinicopathological association in newly diagnosed gastric cancer patients","year":2022,"lang":"en","type":"article","venue":"BMC Cancer","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Roche Canada","keywords":"Surgical oncology; Medicine; Internal medicine; Cancer; Oncology; Association (psychology); General surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004022478,0.0001264663,0.0002010143,0.0009478182,0.0002160448,0.0003598238,0.0001899558,0.0001711833,0.001324697],"category_scores_gemma":[0.0009114167,0.0001215624,0.0001401651,0.0006667029,0.0001340504,0.0002293717,0.0002295704,0.000173633,0.0001184909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003392392,"about_ca_system_score_gemma":0.0002367239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004032254,"about_ca_topic_score_gemma":0.004583786,"domain_scores_codex":[0.9997422,0.00005485474,0.00003534858,0.00006647534,0.00005062065,0.00005039706],"domain_scores_gemma":[0.999353,0.0001213698,0.0003101872,0.00002593094,0.00008812465,0.0001013096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001860706,0.000005662009,0.9993386,0.000004066231,0.000005701413,0.00005226851,0.00002076567,0.000008536133,0.00007207973,0.000002392914,0.00002301272,0.0004484261],"study_design_scores_gemma":[0.000001927719,0.0000311916,0.9991218,0.000004200029,0.00000706603,0.0004285387,0.000192273,0.00004475778,0.00004153345,0.00000427363,0.000121124,0.000001331722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992742,0.0002463639,0.00002582215,0.00001732336,0.000002969517,0.000004364404,0.0002680237,0.000001265237,0.0001595753],"genre_scores_gemma":[0.9994515,0.0001156298,0.00003453715,0.00001106861,0.000006396802,0.000005881399,0.0003141746,5.314057e-7,0.0000602996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004032254,"threshold_uncertainty_score":0.00801754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06354620483384012,"score_gpt":0.3958588212015545,"score_spread":0.3323126163677144,"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."}}