{"id":"W4240028206","doi":"10.1016/s1359-6128(06)71702-5","title":"GL&V, Canada","year":2006,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Internal medicine; Medicine","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":[0.002656964,0.0007268331,0.0007960727,0.0017129,0.02723189,0.008529233,0.004089905,0.04796632,0.01646099],"category_scores_gemma":[0.01711325,0.001152773,0.001099961,0.002231512,0.005642958,0.00257825,0.00183381,0.02761272,0.001990731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04267756,"about_ca_system_score_gemma":0.1058222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9394839,"about_ca_topic_score_gemma":0.9797933,"domain_scores_codex":[0.9955994,0.0004391818,0.0001749722,0.0004889282,0.001585992,0.001711599],"domain_scores_gemma":[0.9928765,0.004065035,0.0002498296,0.0001280415,0.001833791,0.0008467729],"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":[0.00007125211,0.00003417012,0.001282865,0.0001341096,0.00003894695,0.001424323,0.001681842,0.0002753667,0.0002877409,0.1038602,0.8847349,0.006174333],"study_design_scores_gemma":[0.0001392025,0.00003465378,0.004208384,0.0004370302,0.0001498877,0.0003380041,0.004174304,0.0004227202,0.000468151,0.01731772,0.9721806,0.0001293104],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01131794,0.007605406,0.000575581,0.6011333,0.005999397,0.0001653718,0.0009483575,0.0001446967,0.3721099],"genre_scores_gemma":[0.0521839,0.003100735,0.0005250145,0.7253674,0.001718315,0.0001167907,0.0001307811,0.00007806777,0.2167789],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06051606,"threshold_uncertainty_score":0.3096489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579066402366798,"score_gpt":0.2519144304539673,"score_spread":0.2361237664302994,"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."}}