{"id":"W1791603707","doi":"","title":"Does the system need surgery","year":2000,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislature; Private sector; Healthcare system; Medicine; Health care; Political science; Law","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":[0.005019318,0.0001793389,0.0004105929,0.0008463573,0.007509845,0.006077963,0.00102167,0.005050626,0.06201951],"category_scores_gemma":[0.02188856,0.0002611231,0.0005930224,0.001146089,0.006176065,0.004126913,0.002879353,0.004732104,0.00463457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01585285,"about_ca_system_score_gemma":0.05664656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2473499,"about_ca_topic_score_gemma":0.5002854,"domain_scores_codex":[0.9910886,0.001227446,0.0002085393,0.0004583686,0.002185297,0.004831737],"domain_scores_gemma":[0.9779164,0.003255828,0.001751461,0.0006470435,0.00391713,0.01251221],"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":[0.0001489224,0.0002155203,0.06657841,0.0004123015,0.0001025872,0.0006183733,0.00549878,0.0001755007,0.0006011465,0.2008189,0.6427304,0.08209927],"study_design_scores_gemma":[0.0001055028,0.0001911526,0.09853913,0.00146644,0.0001041057,0.0006740625,0.03385437,0.0002322546,0.0004403409,0.05537323,0.808918,0.000101547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05651834,0.002408957,0.0006503778,0.7473531,0.003577317,0.00005439375,0.0007511476,0.0000707639,0.1886156],"genre_scores_gemma":[0.6419893,0.003220594,0.0008472185,0.2944619,0.00303951,0.000050236,0.000576785,0.0001527898,0.05566168],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2473499,"threshold_uncertainty_score":0.4918202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01513932686990872,"score_gpt":0.2138610117188436,"score_spread":0.1987216848489348,"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."}}