{"id":"W3212210634","doi":"10.46747/cfp.6711851","title":"How do we know what we know?","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Need to know; Computer science; IMG; Data science; Medicine; World Wide Web; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009078656,0.0008890176,0.001126413,0.002468381,0.009694197,0.01238247,0.002515806,0.006584982,0.1349439],"category_scores_gemma":[0.04817655,0.0005526791,0.0009591486,0.001953281,0.008018276,0.0176552,0.005087723,0.01533196,0.09371942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008828391,"about_ca_system_score_gemma":0.02958619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1453055,"about_ca_topic_score_gemma":0.1881468,"domain_scores_codex":[0.9903159,0.002651521,0.0003316543,0.0006198863,0.004692298,0.001388754],"domain_scores_gemma":[0.9696906,0.004489145,0.001085933,0.001232273,0.01451057,0.008991566],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006032983,0.000009106537,0.000312112,0.00008545776,0.000008019486,0.00005864482,0.0006221791,0.00001181725,0.00004233453,0.004521951,0.9701254,0.02419688],"study_design_scores_gemma":[0.000006261791,0.000008948865,0.0005085826,0.0007248339,0.000007999823,0.0002195135,0.002066479,0.00002945561,0.000039692,0.007851982,0.9885085,0.00002770216],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003766557,0.006638735,0.001728818,0.8344584,0.01700308,0.00007861498,0.0007097631,0.0006180193,0.1383879],"genre_scores_gemma":[0.01954308,0.01748514,0.007437194,0.8183459,0.01229637,0.0002979815,0.00139063,0.001283833,0.1219199],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9909213,"threshold_uncertainty_score":0.4514323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02060617164633934,"score_gpt":0.249925885496496,"score_spread":0.2293197138501566,"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."}}