{"id":"W6958258241","doi":"10.6084/m9.figshare.26561458","title":"Additional file 1 of Factors associated with referral to physiotherapists for adult patients consulting for musculoskeletal disorders in primary care; an ancillary study to ECOGEN","year":2024,"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","funders":"","keywords":"Referral; Inclusion (mineral); Primary care; Patient referral; MEDLINE","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":[0.00002842369,0.0001707363,0.0002604826,0.0001565945,0.00005388185,0.00001476153,0.00006625181,0.00006179317,0.1327096],"category_scores_gemma":[0.003393071,0.0001343141,0.0001367037,0.0003059766,0.000007390905,0.0001025046,0.00002322086,0.0000734539,0.00001479295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726505,"about_ca_system_score_gemma":0.0001619442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000160984,"about_ca_topic_score_gemma":0.0007331826,"domain_scores_codex":[0.9988762,0.00003281156,0.0002624532,0.0003609202,0.0002484906,0.0002191284],"domain_scores_gemma":[0.9982706,0.0008651898,0.00006443789,0.0001311689,0.0005621389,0.0001064747],"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":[0.0003569842,0.001415807,0.00441257,0.005025344,0.0001669338,6.720823e-7,0.005361697,0.00004477621,0.00005207989,7.379625e-7,0.9698713,0.0132911],"study_design_scores_gemma":[0.002642795,0.007844903,0.9540627,0.007404351,0.00002966781,8.489475e-8,0.005321628,0.0002047019,0.000006553873,0.00001031252,0.02215258,0.0003197143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.3374058,0.00001375056,0.000001014587,0.00002265807,0.00001758523,0.002658678,0.659741,0.00003274949,0.0001067706],"genre_scores_gemma":[0.3657089,8.441518e-8,0.000292311,0.0000760054,0.00002683535,0.002674374,0.6311439,0.0000328538,0.00004463575],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9496501,"threshold_uncertainty_score":0.8680832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835590858641801,"score_gpt":0.2926938052130959,"score_spread":0.2743378966266779,"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."}}