{"id":"W2207188865","doi":"10.14740/jocmr2439w","title":"In Search for Equilibrium: Immunosuppression Versus Opportunistic Infection","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Immunosuppression; Surgery; Nose; Transplantation; Biopsy; Heart transplantation; Opportunistic infection; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0008907805,0.0003655179,0.0004208265,0.0007826019,0.000992285,0.002028142,0.0004753654,0.001771456,0.00858471],"category_scores_gemma":[0.002125315,0.00009093393,0.0002005704,0.0003945435,0.001082151,0.002223102,0.001085844,0.001326686,0.001720818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005697037,"about_ca_system_score_gemma":0.000670623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004317066,"about_ca_topic_score_gemma":0.0006310453,"domain_scores_codex":[0.9993782,0.0002129673,0.00006277132,0.00007905776,0.000114639,0.0001523804],"domain_scores_gemma":[0.999144,0.0002579933,0.0002065626,0.00003749895,0.0001211391,0.0002329064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009226715,0.0008920458,0.1923767,0.001416865,0.0001086797,0.149241,0.004676926,0.0001366024,0.01351402,0.04471566,0.0398292,0.5521696],"study_design_scores_gemma":[0.0001775409,0.00146274,0.05604097,0.002093611,0.0001974068,0.5633327,0.01511998,0.001082102,0.005366622,0.03226154,0.3227898,0.00007486939],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5574037,0.209698,0.009530164,0.09253436,0.006485306,0.0002579791,0.0002119103,0.000330888,0.1235478],"genre_scores_gemma":[0.909066,0.03402765,0.005600523,0.02070526,0.00660443,0.00006187825,0.0001826317,0.00003285593,0.02371884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00858471,"threshold_uncertainty_score":0.02871871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7027486973779433,"score_gpt":0.643754203623698,"score_spread":0.05899449375424537,"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."}}