{"id":"W1994983023","doi":"10.1503/cmaj.081414","title":"Hard work, harder numbers","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Simple (philosophy); Debt; Computer science; Business; Engineering; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.005133863,0.0009017638,0.001097221,0.001486474,0.008459342,0.01834938,0.001280594,0.004708985,0.1482912],"category_scores_gemma":[0.02980578,0.0005814462,0.0007024381,0.001253714,0.01220177,0.01519441,0.01098392,0.01315996,0.05916743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005291198,"about_ca_system_score_gemma":0.005858633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006945009,"about_ca_topic_score_gemma":0.01100748,"domain_scores_codex":[0.9897803,0.003564663,0.0003599478,0.001193087,0.003040889,0.002061016],"domain_scores_gemma":[0.978693,0.003079297,0.001152446,0.001504957,0.003856198,0.01171412],"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":[0.00003238726,0.00006324919,0.0007612339,0.0001376899,0.0000136903,0.0001076746,0.003792902,0.00002991347,0.000165649,0.04718736,0.9083909,0.03931722],"study_design_scores_gemma":[0.0000115934,0.00002837998,0.001181508,0.0003133893,0.000003895386,0.000176662,0.005646349,0.00001541785,0.0000380064,0.01803896,0.9745268,0.00001916822],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00514475,0.01192619,0.002527568,0.581477,0.04627085,0.00006320365,0.0003491481,0.0003489974,0.3518923],"genre_scores_gemma":[0.08617584,0.01411328,0.00366565,0.3246144,0.01819905,0.000213829,0.0003528142,0.0009864449,0.5516787],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1482912,"threshold_uncertainty_score":0.4960834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01143318708724926,"score_gpt":0.242592277500192,"score_spread":0.2311590904129427,"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."}}