{"id":"W2154692528","doi":"10.1136/bmjopen-2012-001030","title":"The International Community-Acquired Pneumonia (CAP) Collaboration Cohort (ICCC) study: rationale, design and description of study cohorts and patients","year":2012,"lang":"en","type":"article","venue":"BMJ Open","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Medicine; Community-acquired pneumonia; Prospective cohort study; Cohort; Cohort study; Pneumonia; Physical therapy; Pediatrics; Internal medicine","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":[0.05800751,0.002082783,0.002930266,0.002224911,0.00127984,0.002167727,0.002907618,0.002861168,0.001548382],"category_scores_gemma":[0.06653634,0.001322978,0.004894202,0.005113839,0.001222639,0.00119435,0.002179718,0.00148328,0.0003369189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001483622,"about_ca_system_score_gemma":0.007291648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004062259,"about_ca_topic_score_gemma":0.006501645,"domain_scores_codex":[0.9520636,0.03251005,0.008006695,0.003495593,0.003328853,0.0005953581],"domain_scores_gemma":[0.9766592,0.009986425,0.005934839,0.003919507,0.002810962,0.0006890259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05338721,0.001151857,0.612514,0.08681606,0.07508156,0.001553602,0.002689922,0.005640531,0.002917825,0.025329,0.03574375,0.09717477],"study_design_scores_gemma":[0.08275855,0.01497021,0.4307349,0.05951034,0.1331012,0.003897006,0.002338983,0.008900457,0.003820997,0.0243617,0.2348549,0.0007507174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.2249583,0.2045269,0.09871151,0.01120558,0.004695823,0.3678255,0.0785378,0.0003323281,0.009206281],"genre_scores_gemma":[0.3413047,0.01956921,0.1099926,0.005810477,0.000899438,0.5043695,0.01669399,0.00006503786,0.001295034],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05800751,"threshold_uncertainty_score":0.3067767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109760083704963,"score_gpt":0.3840234212660856,"score_spread":0.2742633375611226,"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."}}