{"id":"W2027245165","doi":"10.1136/bmj.g3190","title":"Is the billion unit pledge just window dressing?","year":2014,"lang":"en","type":"article","venue":"BMJ","topic":"Health Services Management and Policy","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pledge; Quarter (Canadian coin); Unit (ring theory); Government (linguistics); Window (computing); Stack (abstract data type); Alcohol consumption; Business; Finance; Political science; Alcohol; Computer science; History; Law; Psychology; Operating system","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":[0.004365009,0.000729939,0.0009427973,0.0008307702,0.006683427,0.0106061,0.001556628,0.02424527,0.06790123],"category_scores_gemma":[0.03542075,0.0007503916,0.001188872,0.0009781193,0.004415862,0.007954277,0.002533631,0.02534785,0.02856083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003696472,"about_ca_system_score_gemma":0.0101014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03726067,"about_ca_topic_score_gemma":0.04652733,"domain_scores_codex":[0.994607,0.001021052,0.0002666101,0.0004169821,0.002454378,0.001234001],"domain_scores_gemma":[0.9897978,0.003100696,0.0005557843,0.0003203175,0.002315624,0.003909743],"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":[0.00002783464,0.00002041717,0.000238873,0.00002461665,0.0000050074,0.00003155805,0.00006611203,0.000009061006,0.00005418286,0.004107499,0.9909725,0.004442223],"study_design_scores_gemma":[0.00002056137,0.00002272214,0.001089404,0.0001213096,0.000007078188,0.00003098743,0.0006575685,0.00002632426,0.00007766278,0.002151922,0.9957694,0.00002504783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000382265,0.00180588,0.00007384685,0.9417087,0.03735571,0.00001041702,0.0001123365,0.00004482713,0.01850615],"genre_scores_gemma":[0.005078106,0.002142672,0.0002251974,0.8899767,0.01338088,0.00004386502,0.0001509544,0.0001131729,0.0888884],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06790123,"threshold_uncertainty_score":0.2271522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2006929528918012,"score_gpt":0.5129414749723257,"score_spread":0.3122485220805245,"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."}}