{"id":"W2002190936","doi":"10.12927/hcq..16773","title":"The Spin Doctor Is In","year":2000,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Best practice; Medicine; Nursing; Family medicine; Business; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009911091,0.0005100425,0.001631995,0.001281877,0.03377789,0.02133358,0.001257563,0.01435437,0.04738303],"category_scores_gemma":[0.03423812,0.0007807494,0.0009652357,0.001334243,0.02284838,0.01184624,0.0119171,0.03833677,0.01160594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01011666,"about_ca_system_score_gemma":0.02555585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01678704,"about_ca_topic_score_gemma":0.0382048,"domain_scores_codex":[0.9887515,0.003057216,0.0004198894,0.001378512,0.002503276,0.003889684],"domain_scores_gemma":[0.9670773,0.005456157,0.001438656,0.001661328,0.00333577,0.0210309],"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":[0.00009092055,0.00009040126,0.00232041,0.00006526609,0.00002701148,0.0003800446,0.008609856,0.00003150859,0.0001422616,0.2440242,0.7282446,0.01597356],"study_design_scores_gemma":[0.0000347758,0.00004256933,0.001059507,0.000163807,0.00001394949,0.0002056418,0.0105862,0.00002845025,0.00008419135,0.03337844,0.9543699,0.00003265162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004439621,0.004100738,0.0003433576,0.857769,0.03423091,0.00001514406,0.00004850477,0.00005018034,0.09900245],"genre_scores_gemma":[0.1325068,0.002662038,0.0002698527,0.5879145,0.0142293,0.00003523578,0.00006582904,0.0002048003,0.2621116],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04738303,"threshold_uncertainty_score":0.1585121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02636761514621834,"score_gpt":0.3590664906019757,"score_spread":0.3326988754557574,"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."}}