{"id":"W4319078371","doi":"10.1136/bmjopen-2022-067073","title":"Assessment of return to play after an acute shoulder injury: protocol for an explorative prospective observational German multicentre study","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Throwing; Ice hockey; Athletes; Test (biology); Physical medicine and rehabilitation; Football; Prospective cohort study; Poison control; Surgery; Medical emergency","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":[0.05392583,0.003154502,0.003944346,0.002515356,0.002418263,0.001815612,0.002270487,0.002772473,0.01317334],"category_scores_gemma":[0.02198225,0.001674773,0.002949709,0.002773018,0.002288258,0.001423701,0.002140556,0.001712286,0.003605785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004431821,"about_ca_system_score_gemma":0.01521175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002174534,"about_ca_topic_score_gemma":0.003382576,"domain_scores_codex":[0.9705113,0.02034806,0.003918808,0.00159837,0.00197631,0.001647308],"domain_scores_gemma":[0.9830195,0.004285331,0.003381267,0.002594436,0.00514577,0.001573682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3740553,0.1153738,0.1016714,0.07724027,0.003823074,0.00502267,0.01370395,0.0213791,0.01962702,0.0128548,0.0348893,0.2203594],"study_design_scores_gemma":[0.2261058,0.2858224,0.2875827,0.02543322,0.002495926,0.001439165,0.01129314,0.007557803,0.006686736,0.004817922,0.1398395,0.0009256089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01051336,0.0002566998,0.002846569,0.0000803946,0.00006404905,0.9850051,0.000752193,0.00002015431,0.0004614962],"genre_scores_gemma":[0.005045034,0.0001055964,0.002705839,0.0000782093,0.00001525065,0.991717,0.0002374893,0.000001688675,0.00009387022],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05392583,"threshold_uncertainty_score":0.2851905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.277142952936284,"score_gpt":0.5790220315572169,"score_spread":0.3018790786209329,"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."}}