{"id":"W3134922946","doi":"10.1002/cpz1.74","title":"The Conversion of Human Tissue‐Like Inflammatory Monocytes Into Macrophages","year":2021,"lang":"en","type":"article","venue":"Current Protocols","topic":"Immune cells in cancer","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Monocyte; CD14; Immunology; CD16; Macrophage; Inflammation; Biology; Cell sorting; Cell biology; In vitro; Flow cytometry; Immune system; CD8; CD3","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002450359,0.0001482413,0.000216646,0.00003306582,0.0003495993,0.00002328935,0.0003721789,0.0001261034,0.0006975254],"category_scores_gemma":[0.00005971922,0.0001125491,0.00007992114,0.00009796497,0.0004293463,0.00007040462,0.0002892998,0.0003009596,0.0003263172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005780746,"about_ca_system_score_gemma":0.0001370879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007352572,"about_ca_topic_score_gemma":0.000004002944,"domain_scores_codex":[0.9988549,0.0002418396,0.0003646537,0.0002334885,0.00005178045,0.0002533829],"domain_scores_gemma":[0.9989262,0.0001257513,0.0002040674,0.0005324899,0.0001977465,0.00001376969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007305929,0.0001007025,0.001734814,0.0003963187,0.00006262591,0.000003911154,0.0004215499,9.403959e-7,0.9543746,0.0009349092,0.01317304,0.02872359],"study_design_scores_gemma":[0.0005797998,0.00006085461,0.0006008075,0.0001225954,0.000007978652,0.000003591314,0.00007762625,2.275967e-7,0.5555811,0.0001841918,0.4427094,0.00007188895],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7027006,0.1324487,0.000234769,0.000632166,0.01022483,0.1490419,0.00005139692,0.0003795945,0.004286009],"genre_scores_gemma":[0.8559095,0.0007663934,0.0001470611,0.0001078731,0.0002179927,0.1259275,0.0001943111,0.00008758217,0.01664176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4295363,"threshold_uncertainty_score":0.7637414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02513802460780009,"score_gpt":0.3439779521704203,"score_spread":0.3188399275626202,"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."}}