{"id":"W7100075920","doi":"","title":"The Practice Approach in","year":2016,"lang":"en","type":"article","venue":"","topic":"Medical Research and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Promotion (chess); Work (physics); Field (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005029987,0.00003310507,0.00004958573,0.0000191766,0.0003475019,0.000006445856,0.0001640928,0.00005810831,0.001820792],"category_scores_gemma":[0.02938973,0.00001091476,0.000009880008,0.0001055482,0.00005736934,0.000243038,0.00007512719,0.0004095209,0.002179335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003868763,"about_ca_system_score_gemma":0.000275991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002388233,"about_ca_topic_score_gemma":0.0001651803,"domain_scores_codex":[0.9976357,0.001428679,0.0001738572,0.00009475926,0.0002891858,0.0003778182],"domain_scores_gemma":[0.9745177,0.02504061,0.00005583526,0.0001877906,0.00006769942,0.0001303601],"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":[0.0005340743,0.0001176768,0.01243373,0.00004246176,0.0000165279,0.00001183727,0.0009152038,3.383743e-8,0.0001850352,0.2430051,0.3114523,0.431286],"study_design_scores_gemma":[0.0003680269,0.00001979848,0.002593603,0.0000223671,9.76084e-7,6.08873e-7,0.003111487,0.00002048694,0.000004444132,0.001581592,0.9922535,0.00002310213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001332091,0.0002250952,0.002334938,0.1330996,0.0001209599,0.0002814758,5.283397e-7,0.00002017317,0.8625851],"genre_scores_gemma":[0.6443282,0.007761651,0.004839051,0.01407756,0.0006886783,0.0005524259,0.00000129558,0.00001957032,0.3277316],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6808012,"threshold_uncertainty_score":0.9990917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2160333665224286,"score_gpt":0.5995581704970215,"score_spread":0.3835248039745929,"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."}}