{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005583439,0.00006755988,0.00009139346,0.00002405734,0.0005028325,0.00004718133,0.0002555516,0.0001430555,0.0006179849],"category_scores_gemma":[0.00001877022,0.00005228505,0.00003615634,0.000190759,0.0002150845,0.00008997749,0.000002238699,0.0002581848,0.0005357853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118193,"about_ca_system_score_gemma":0.0003194563,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03886593,"about_ca_topic_score_gemma":0.02891731,"domain_scores_codex":[0.9986023,0.000259796,0.0002289366,0.0001352921,0.0002479925,0.0005257328],"domain_scores_gemma":[0.9994644,0.0001473805,0.00003030597,0.0001661491,0.00003159021,0.0001601726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001291159,0.00001305861,0.004425901,0.00001127607,0.000002350004,0.000004958099,0.09506755,1.219401e-7,8.294504e-7,0.2895879,0.02808935,0.5827838],"study_design_scores_gemma":[0.0001109591,0.00009756767,0.005341357,0.00001698805,0.000001007905,8.266597e-7,0.007557353,0.000009790021,0.000001246846,0.01622725,0.9705613,0.00007433957],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5219234,0.002424754,0.000005008574,0.3159077,0.001158412,0.0005215828,0.00002676983,0.0001220587,0.1579103],"genre_scores_gemma":[0.9763291,0.0006949995,0.00002759955,0.004849261,0.0009293737,0.00001605824,0.000001188247,0.000007448377,0.01714499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.942472,"threshold_uncertainty_score":0.9888024,"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."}}