{"id":"W6977052470","doi":"10.60692/v6w0n-7ke55","title":"Tumor-infiltrating lymphocyte: features and prognosis of lymphocytes infiltration on colorectal cancer","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Tumor-infiltrating lymphocytes; Colorectal cancer; CD8; Infiltration (HVAC); Tumor microenvironment; Lymphocyte; Lymphocytic infiltration; Gene; T lymphocyte","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":[0.000128998,0.0001178178,0.0001411074,0.0001978285,0.00005936846,0.00008953859,0.00006396831,0.00003690314,0.000002678874],"category_scores_gemma":[0.00001595516,0.0001033848,0.0000292361,0.0003301793,0.00001983844,0.0003711257,0.00001916774,0.00004939503,0.0000469466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089475,"about_ca_system_score_gemma":0.00002325498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001261836,"about_ca_topic_score_gemma":3.80251e-7,"domain_scores_codex":[0.9992454,0.00001100132,0.0002592545,0.00006911247,0.0002119791,0.0002032768],"domain_scores_gemma":[0.9997247,0.00001684306,0.00005088972,0.00008725734,0.0000585236,0.00006177615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001940716,0.000006795835,0.2390599,0.006089723,0.0003567118,0.00001033741,0.0949523,0.5999397,0.01059573,0.001487025,0.001330058,0.04597765],"study_design_scores_gemma":[0.0008990869,0.00008380775,0.3414169,0.0004430817,0.00001387755,0.00001673687,0.003293166,0.460767,0.1927598,0.000009026292,0.00003120805,0.0002663548],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998279,0.00001394411,0.0001706824,0.000008609498,0.0001269895,0.000187718,0.00007302822,0.0004704143,0.0006696042],"genre_scores_gemma":[0.9997503,0.000003199172,0.00004572207,0.000007662172,0.00004340537,0.0001227403,0.00001129572,0.00001269869,0.000003043242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182164,"threshold_uncertainty_score":0.4215909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01769267815660374,"score_gpt":0.2102685841385583,"score_spread":0.1925759059819545,"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."}}