{"id":"W2061850276","doi":"10.1503/cmaj.060682","title":"\"It's time to act\"","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Global Health and Surgery","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sierra leone; Join (topology); Operations research; Computer science; Geography; Political science; Telecommunications; Socioeconomics; Sociology; Engineering; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01253426,0.001948782,0.001308574,0.001165597,0.02084544,0.01505493,0.003004337,0.01580128,0.04081201],"category_scores_gemma":[0.04638768,0.0008240577,0.001803348,0.0006139483,0.0179797,0.01677139,0.01180849,0.04835549,0.03710001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006289309,"about_ca_system_score_gemma":0.01717785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03164051,"about_ca_topic_score_gemma":0.04192785,"domain_scores_codex":[0.974838,0.009982225,0.0006724643,0.002140622,0.007928748,0.004437807],"domain_scores_gemma":[0.9663553,0.003698803,0.001796185,0.001727562,0.01410565,0.01231654],"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":[0.0000290441,0.00003784331,0.0004338875,0.00008245803,0.00002324372,0.0001791748,0.005596001,0.00002904338,0.0002518386,0.008934217,0.9700435,0.01435986],"study_design_scores_gemma":[0.00001374579,0.00003420418,0.0004378624,0.0003669573,0.00001786876,0.0003680486,0.01835313,0.00005800311,0.0001671611,0.005665544,0.9744499,0.00006761664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001714242,0.002813389,0.002729749,0.891645,0.04745406,0.00008077017,0.00008578315,0.0005740633,0.05290307],"genre_scores_gemma":[0.02019743,0.001577784,0.002237581,0.8463264,0.004206157,0.0001495743,0.00009304493,0.0004202831,0.1247918],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.04081201,"threshold_uncertainty_score":0.1365298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004948343634829606,"score_gpt":0.2462199706373623,"score_spread":0.2412716270025327,"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."}}