{"id":"W1781295569","doi":"10.1136/bmj.h3888","title":"GPs must redesign Health Check programme if they want it to work, conference hears:","year":2015,"lang":"en","type":"article","venue":"BMJ","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prime minister; Work (physics); Quarter (Canadian coin); Project commissioning; Global Positioning System; Publishing; Medicine; Medical education; Nursing; Operations research; Engineering; Political science; Telecommunications; History; Law; Politics","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":[0.01733639,0.001219053,0.0007832238,0.0006664584,0.008790432,0.006770886,0.001991865,0.03780898,0.01585338],"category_scores_gemma":[0.0616763,0.001220777,0.001676885,0.0008452543,0.004731399,0.01196241,0.004682625,0.03935748,0.005832706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006491897,"about_ca_system_score_gemma":0.01486976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0349422,"about_ca_topic_score_gemma":0.05152949,"domain_scores_codex":[0.9878671,0.004509068,0.0008863935,0.001148646,0.003221906,0.002366845],"domain_scores_gemma":[0.9651227,0.01208143,0.002082631,0.001468034,0.008989096,0.01025609],"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":[0.00007923966,0.00008872068,0.001605024,0.0002639738,0.00003368222,0.0004269006,0.003418521,0.00007504249,0.0004493164,0.002062983,0.95937,0.03212671],"study_design_scores_gemma":[0.0001787434,0.0002802252,0.005333127,0.0008795994,0.00007238863,0.0005053139,0.0136169,0.0001936708,0.0004485824,0.0041203,0.9741681,0.0002031096],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009980511,0.001126384,0.0002832772,0.9875792,0.008370363,0.00002441461,0.00003774714,0.00006864122,0.00151198],"genre_scores_gemma":[0.01023376,0.002206316,0.001056704,0.9723396,0.005009759,0.00008382217,0.00006460273,0.00006369554,0.008941616],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03780898,"threshold_uncertainty_score":0.09168476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2041966443799528,"score_gpt":0.4092027254765765,"score_spread":0.2050060810966237,"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."}}