{"id":"W4410813585","doi":"10.1097/mcp.0000000000001181","title":"Editorial introductions","year":2025,"lang":"en","type":"article","venue":"Current Opinion in Pulmonary Medicine","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Traditional medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006949779,0.002722874,0.002246562,0.006547898,0.002724774,0.008288584,0.003355207,0.006326814,0.2243094],"category_scores_gemma":[0.05982014,0.000906441,0.002508726,0.001957212,0.001405247,0.004598022,0.002673262,0.006552888,0.1457385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539838,"about_ca_system_score_gemma":0.004819074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007267402,"about_ca_topic_score_gemma":0.001406867,"domain_scores_codex":[0.9919925,0.001317009,0.001041808,0.001054539,0.003937366,0.0006567374],"domain_scores_gemma":[0.9419774,0.009913844,0.004240632,0.002196826,0.03389376,0.007777581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002100819,0.000008465839,0.00002109257,0.0002180239,0.000004606846,0.00005231057,0.00001301191,0.0000170102,0.00004007536,0.0002468085,0.9868649,0.0124928],"study_design_scores_gemma":[0.0000259264,0.00002222641,0.00009781366,0.00048174,0.00001069305,0.0001893775,0.00003738749,0.00004711834,0.00007223492,0.0009559881,0.9980454,0.00001403557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006226143,0.004039384,0.0004050656,0.02381031,0.9606854,0.00009963325,0.0003554651,0.0003302997,0.01021213],"genre_scores_gemma":[0.0009415523,0.006068747,0.0006711789,0.02331757,0.9260561,0.0001455404,0.0007111997,0.0002904095,0.04179769],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2243094,"threshold_uncertainty_score":0.7503897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09380006731466521,"score_gpt":0.4453715158815771,"score_spread":0.3515714485669119,"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."}}