{"id":"W2099772003","doi":"10.1136/bmj.a2232","title":"Joan Davies (nee Evans)","year":2008,"lang":"en","type":"article","venue":"BMJ","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science","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":[0.001262526,0.0006653069,0.0004422762,0.0007302396,0.001740987,0.00237884,0.0008568848,0.002431777,0.2705735],"category_scores_gemma":[0.006474664,0.0003389602,0.0002643913,0.0003285577,0.0004890884,0.001228845,0.002123555,0.003183567,0.09881993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009871,"about_ca_system_score_gemma":0.002722351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005015683,"about_ca_topic_score_gemma":0.01174388,"domain_scores_codex":[0.9989848,0.000166813,0.00004371347,0.0002357846,0.0003787469,0.0001902602],"domain_scores_gemma":[0.9958493,0.0003456497,0.0001820949,0.0001076442,0.001133496,0.002381806],"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":[0.00001331445,0.00001075515,0.0001542089,0.00004274457,0.000001467953,0.0001545835,0.00004619388,0.00001262984,0.00004652197,0.0005290809,0.9671328,0.03185559],"study_design_scores_gemma":[0.000003812798,0.00001647976,0.0003480979,0.0001097184,0.000001759315,0.001026941,0.000119393,0.00001443199,0.00004579441,0.0002493412,0.9980581,0.000006065613],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002504926,0.108172,0.001932029,0.3685447,0.1458526,0.0001190306,0.000722404,0.0007894167,0.371363],"genre_scores_gemma":[0.01129184,0.02856791,0.0007294856,0.06914024,0.0101387,0.00006506499,0.0002090474,0.0002256854,0.879632],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2705735,"threshold_uncertainty_score":0.9051584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380934023578652,"score_gpt":0.3194024631922905,"score_spread":0.295593122956504,"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."}}