{"id":"W4250064419","doi":"10.26226/morressier.5731f0d2d462b8029237ff85","title":"TRENDS IN INVASIVE PNEUMOCOCCAL DISEASE IN THE NUNAVIK REGION OF QUEBEC FROM 1997 TO 2015","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pneumococcal disease; Disease; Environmental health; Geography; Medicine; Biology; Streptococcus pneumoniae; Microbiology; Pathology","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":[0.0004672579,0.0003479273,0.0003589862,0.002014603,0.001305077,0.001333691,0.001349085,0.000638731,0.004692681],"category_scores_gemma":[0.001866083,0.0002905642,0.0007722504,0.004478307,0.0004829489,0.0006884512,0.0008027863,0.0007174091,0.0004766206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03576218,"about_ca_system_score_gemma":0.02958251,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9981995,"about_ca_topic_score_gemma":0.9987117,"domain_scores_codex":[0.999366,0.00004437955,0.00005957296,0.0001267599,0.0001508271,0.0002524732],"domain_scores_gemma":[0.9980203,0.00009720082,0.0003934734,0.00004605383,0.001064626,0.0003784942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001862637,0.0000410019,0.9701084,0.0002205551,0.0002593242,0.0002139703,0.0008220056,0.001229859,0.0004568894,0.00048958,0.01400189,0.01197012],"study_design_scores_gemma":[0.000008201107,0.00001372179,0.9922959,0.0001081319,0.00003656744,0.00005780871,0.001014258,0.0007439539,0.00007791025,0.00002245386,0.005606134,0.00001505464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8595181,0.007361977,0.000506904,0.002795928,0.0001337894,0.000117263,0.1187284,0.0001290491,0.01070861],"genre_scores_gemma":[0.9683272,0.00252328,0.0004651854,0.0004250181,0.00002754068,0.00007195933,0.01846756,0.00001884555,0.009673317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03576218,"threshold_uncertainty_score":0.259474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07373628274037222,"score_gpt":0.3875477630750902,"score_spread":0.313811480334718,"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."}}