{"id":"W2721689426","doi":"10.1136/bmjopen-2016-015711","title":"Management of shoulder pain by UK general practitioners (GPs): a national survey","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Versus Arthritis; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Global Positioning System; Pain management; Family medicine; Physical therapy","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":[0.001267334,0.0001476258,0.0002673729,0.0009319648,0.0003263963,0.0006168008,0.0003756266,0.0009201479,0.001403093],"category_scores_gemma":[0.006679076,0.0003684616,0.0003067711,0.001525292,0.0004694589,0.0009772475,0.0009512011,0.0005678326,0.0004089921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114096,"about_ca_system_score_gemma":0.0008122722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06036749,"about_ca_topic_score_gemma":0.05775123,"domain_scores_codex":[0.9975299,0.0008282642,0.0005119604,0.0002413554,0.0006357291,0.0002528114],"domain_scores_gemma":[0.9946643,0.0009359345,0.00259312,0.0001810593,0.001027127,0.0005984976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003810316,0.00003187308,0.9952521,0.00008788874,0.00002241418,0.0001093504,0.000947009,0.00002615605,0.0001150393,0.00001087788,0.000596036,0.002763064],"study_design_scores_gemma":[0.000005846875,0.00008582264,0.9983755,0.00005200643,0.000006488153,0.0001918967,0.0008492865,0.00003986205,0.00001047058,0.00000398745,0.0003755023,0.000003209177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962593,0.001033796,0.00007899743,0.0005951219,0.00001011951,0.00004621076,0.0009586145,0.000005676359,0.001012045],"genre_scores_gemma":[0.9977584,0.0008774111,0.0001383346,0.0004696867,0.00001191448,0.00004136841,0.0005057186,0.000001868404,0.0001953348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06036749,"threshold_uncertainty_score":0.1200323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.167881713596637,"score_gpt":0.4768504898118147,"score_spread":0.3089687762151777,"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."}}