{"id":"W4403163152","doi":"10.5858/arpa.2024-0136-oa","title":"Napsin-A Immunohistochemistry in the Diagnosis of Pulmonary Alveolar Proteinosis","year":2024,"lang":"en","type":"article","venue":"Archives of Pathology & Laboratory Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal","funders":"","keywords":"Pathology; Medicine; Immunohistochemistry; Periodic acid–Schiff stain; Staining; Edema; H&E stain; Pulmonary alveolar proteinosis; Stain; Context (archaeology); Lung; Internal medicine; Biology","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":[0.002854483,0.0003899139,0.000319091,0.001743264,0.0003297353,0.0004675364,0.0004806043,0.0005940449,0.0007991003],"category_scores_gemma":[0.004428477,0.0003262578,0.0001620781,0.0004656556,0.0008041767,0.0005755356,0.0004547707,0.0002693425,0.0003138563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002258197,"about_ca_system_score_gemma":0.0002283115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004476735,"about_ca_topic_score_gemma":0.0006520175,"domain_scores_codex":[0.9991315,0.0003624055,0.0001514191,0.0001038226,0.0001629654,0.00008802315],"domain_scores_gemma":[0.9975188,0.001127788,0.0005643814,0.0001356551,0.0003215834,0.0003318672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000419188,0.00007366049,0.97804,0.00004865973,0.00002733096,0.005919416,0.00007296266,0.00008914798,0.009764498,0.00003248799,0.00008855297,0.005424054],"study_design_scores_gemma":[0.00005791456,0.001215813,0.885155,0.00006085355,0.0001759865,0.1019011,0.000387951,0.002227706,0.007238119,0.0001826426,0.001375451,0.00002153833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967245,0.001764524,0.0006960923,0.00005148814,0.00001483017,0.00002543612,0.00002943076,0.00001107052,0.0006826348],"genre_scores_gemma":[0.9987624,0.0003955885,0.0007053943,0.00001747295,0.00002942306,0.000007005874,0.00003113281,0.000001419182,0.00005020124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002854483,"threshold_uncertainty_score":0.01509613,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02616004704219019,"score_gpt":0.3621139844638402,"score_spread":0.33595393742165,"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."}}