{"id":"W4392117753","doi":"10.15173/m.v1i30.1874","title":"MedPulse","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007439148,0.0005633676,0.0005577631,0.002016166,0.001172193,0.003694947,0.0009306552,0.0015884,0.8173699],"category_scores_gemma":[0.003935517,0.0003833206,0.0004579068,0.001116088,0.0004592757,0.002021227,0.003126456,0.001586843,0.6880302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000631677,"about_ca_system_score_gemma":0.001154933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007309131,"about_ca_topic_score_gemma":0.002067487,"domain_scores_codex":[0.9994305,0.00009612371,0.00002459904,0.0001073187,0.000262873,0.00007862894],"domain_scores_gemma":[0.998437,0.0002175228,0.00008976222,0.0003096668,0.0003975723,0.0005485703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004324207,0.00002576982,0.0001586494,0.00006342361,0.000002356709,0.00004477831,0.00002732913,0.00002260479,0.0001874692,0.004555366,0.8351758,0.1596933],"study_design_scores_gemma":[0.000007475976,0.000006873229,0.00022605,0.0000246995,9.965592e-7,0.00006852845,0.000009804472,0.00004373232,0.00007960963,0.000864477,0.9986649,0.000002926557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005498817,0.001233186,0.001852541,0.00429069,0.003407981,0.00006695935,0.003410354,0.004131039,0.9810573],"genre_scores_gemma":[0.002531843,0.0004557587,0.0006509959,0.001365826,0.0008678873,0.00003848957,0.001283269,0.0007859158,0.9920201],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1826301,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4405997380800599,"score_gpt":0.4751530529815925,"score_spread":0.03455331490153263,"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."}}