{"id":"W2410198045","doi":"","title":"Pulse: Drug costs surpass spending on physicians","year":2000,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Pulse (music); Drug; Medicine; Data science; Pharmacology; Telecommunications","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":[0.001420082,0.0003413752,0.0005015597,0.001046155,0.0004931798,0.003258368,0.0004573362,0.003502726,0.01948945],"category_scores_gemma":[0.02323474,0.0002032129,0.0004405391,0.00158238,0.0007797439,0.003528943,0.0008735054,0.002150631,0.001935045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002025301,"about_ca_system_score_gemma":0.00289865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01427915,"about_ca_topic_score_gemma":0.0116166,"domain_scores_codex":[0.998814,0.00024465,0.00004187109,0.000129434,0.0005397878,0.0002303163],"domain_scores_gemma":[0.9917808,0.005083571,0.0009809242,0.0003394381,0.0009440079,0.0008711168],"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":[0.00339743,0.0002010983,0.08689567,0.000787183,0.0004790374,0.001186319,0.0003020901,0.007800496,0.001843527,0.1828135,0.4454392,0.2688546],"study_design_scores_gemma":[0.001088565,0.001232161,0.3327203,0.0006254211,0.001157921,0.004690844,0.001820603,0.03544658,0.00738106,0.3004772,0.3131959,0.0001632732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3413665,0.01536286,0.01103706,0.2813477,0.006185369,0.00006511686,0.01495856,0.001499237,0.3281775],"genre_scores_gemma":[0.9706955,0.002021596,0.0008170984,0.007483126,0.00226136,0.0000170953,0.0009595589,0.00009585688,0.01564867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9857209,"threshold_uncertainty_score":0.06519866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812826241594062,"score_gpt":0.2450074577965373,"score_spread":0.2268791953805967,"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."}}