{"id":"W4237553453","doi":"10.2165/00151234-201006130-00020","title":"Insulin initiation: cost-effective options in Canada?","year":2010,"lang":"en","type":"article","venue":"PharmacoEconomics & Outcomes News","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quality of Life Research; Insulin; Economics; Public health; Medicine; Internal medicine; Nursing","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":[0.003835157,0.0008547279,0.001170349,0.002360455,0.003157129,0.008043248,0.002650636,0.01004806,0.04440326],"category_scores_gemma":[0.01759819,0.0005708354,0.001495126,0.004380161,0.002913119,0.00391205,0.001802618,0.008360948,0.001303347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04131869,"about_ca_system_score_gemma":0.1607014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.883685,"about_ca_topic_score_gemma":0.9487828,"domain_scores_codex":[0.9955711,0.0007251928,0.0002954382,0.0002717103,0.001563713,0.001572957],"domain_scores_gemma":[0.9806485,0.004274673,0.001394502,0.0002230265,0.004613843,0.008845583],"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":[0.001837694,0.0008381854,0.0272394,0.001818639,0.000330617,0.001721552,0.0005203586,0.002500723,0.0006513256,0.02105351,0.5806881,0.3608],"study_design_scores_gemma":[0.004561711,0.0007130502,0.1749459,0.01152249,0.00153299,0.001894498,0.00618781,0.007098389,0.0008110566,0.02771113,0.7624708,0.0005502227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01274084,0.03257087,0.0004809953,0.913431,0.002675464,0.00009071855,0.001354238,0.0001106698,0.03654519],"genre_scores_gemma":[0.4182229,0.1276796,0.008796128,0.3900504,0.01673818,0.0002537852,0.00326303,0.0002299381,0.03476597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.116315,"threshold_uncertainty_score":0.2997895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967356865642003,"score_gpt":0.3619676933345514,"score_spread":0.3322941246781314,"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."}}