{"id":"W175633408","doi":"","title":"Thinking in three dimensions: a web-based algorithm to aid the interpretation of tuberculin skin test results.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Tuberculin; Epidemiology; Skin test; Latent tuberculosis; Disease; Tuberculosis; Algorithm; Vaccination; Internal medicine; Immunology; Pathology; Mycobacterium tuberculosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003508456,0.001264335,0.0008230292,0.00393654,0.0005246869,0.002207316,0.001783177,0.00140918,0.01277375],"category_scores_gemma":[0.02874421,0.0005333839,0.0009403806,0.002111463,0.0003071732,0.001743226,0.00148224,0.0009120057,0.004337031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000891608,"about_ca_system_score_gemma":0.001706254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619108,"about_ca_topic_score_gemma":0.00388107,"domain_scores_codex":[0.9980499,0.0007829715,0.000383973,0.0003086135,0.0004305881,0.00004405199],"domain_scores_gemma":[0.9894344,0.007698351,0.0005640902,0.0002865651,0.001779288,0.0002374059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009841131,0.0003253764,0.01389878,0.0009660709,0.0003132853,0.0005372225,0.0003563912,0.01294349,0.001897322,0.002894486,0.06994875,0.8949347],"study_design_scores_gemma":[0.001681782,0.0004900093,0.01353731,0.0009939595,0.0007861397,0.003278393,0.000507576,0.811668,0.008793078,0.04194361,0.1160387,0.0002814061],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02761979,0.002279898,0.9100115,0.002623036,0.0004101173,0.002578943,0.008134767,0.03855844,0.007783469],"genre_scores_gemma":[0.0462509,0.0003423523,0.9466732,0.0003276273,0.00006908769,0.001443623,0.002976293,0.0003837964,0.001533163],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01277375,"threshold_uncertainty_score":0.04273248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297119294857057,"score_gpt":0.2875729829894316,"score_spread":0.254601790040861,"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."}}