{"id":"W6958132958","doi":"10.6084/m9.figshare.14361704","title":"Additional file 1 of Orthopedist involvement in the management of clinical activities: a case study","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université Laval; Centre hospitalier de l'Université Laval","funders":"","keywords":"Interview; File management; Work (physics); Data collection; Focus (optics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007718336,0.00005129494,0.0001613143,0.00002706073,0.00001705135,0.000002926673,0.0000372088,0.00002715809,0.9587742],"category_scores_gemma":[0.0005946401,0.0000349521,0.0001126246,0.0001704348,0.00001131752,0.00002494589,0.00004628973,0.0000838381,0.00003016492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008364214,"about_ca_system_score_gemma":0.00008434161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001172952,"about_ca_topic_score_gemma":0.000154379,"domain_scores_codex":[0.9991899,0.00008979578,0.0003147039,0.0001247316,0.0002213132,0.00005958254],"domain_scores_gemma":[0.9987086,0.0009097646,0.00009323659,0.0001896619,0.00007808391,0.00002063309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001521334,0.001726006,0.0002302042,0.001059421,0.00007177724,0.0008470374,0.0006566642,9.782432e-7,3.364393e-7,0.000004062091,0.9856515,0.009736783],"study_design_scores_gemma":[0.001943426,0.001056402,0.4659652,0.006092025,0.00006961979,0.00007648785,0.1482491,0.00007676712,0.000003367864,0.00002347739,0.3763342,0.0001098871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.04490237,0.00002870088,8.363444e-8,0.00004962992,0.00001033347,0.00048826,0.9490502,0.000003302715,0.005467151],"genre_scores_gemma":[0.3011089,0.000002043363,0.0002766018,0.0001036621,0.00003585787,0.001006078,0.6969378,0.000005517711,0.0005235767],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.958744,"threshold_uncertainty_score":0.1425305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06159322906500142,"score_gpt":0.3661342955137841,"score_spread":0.3045410664487826,"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."}}