{"id":"W4391512021","doi":"10.1002/mus.28046","title":"Electrodiagnostic reporting preferences of referring physicians: An exploratory survey","year":2024,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Context (archaeology); Exploratory research; Thematic analysis; Nonprobability sampling; Quality (philosophy); Medicine; Psychology; Sample (material); Test (biology); Family medicine; Applied psychology; Medical education; Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01296231,0.000215478,0.0004554533,0.001326267,0.0007871246,0.00154881,0.000447755,0.0008607025,0.001823379],"category_scores_gemma":[0.0340441,0.0003210078,0.0004447001,0.001256592,0.0006990869,0.001444335,0.001339672,0.0007103755,0.0003768243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000935687,"about_ca_system_score_gemma":0.00108219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002103585,"about_ca_topic_score_gemma":0.002305339,"domain_scores_codex":[0.9911543,0.005261973,0.001044451,0.0004998494,0.001306738,0.0007325069],"domain_scores_gemma":[0.9751404,0.01491189,0.005039944,0.0005992629,0.003056263,0.001252279],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002207103,0.0004420334,0.847167,0.0005128112,0.00007747647,0.0007899679,0.1226251,0.0001761648,0.001089546,0.0002431839,0.001575968,0.02508014],"study_design_scores_gemma":[0.00003848742,0.001346859,0.7204621,0.0004660951,0.00005068445,0.001517567,0.2698916,0.001050031,0.0005177982,0.0002046489,0.004382389,0.00007169937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987495,0.0001040504,0.0002811985,0.0002584493,0.00000437476,0.00006905149,0.0001538274,0.000004237099,0.0003752323],"genre_scores_gemma":[0.9981476,0.0002240185,0.0007400598,0.0003931948,0.000009101137,0.0001960877,0.0001183853,0.000004216914,0.0001672941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9870377,"threshold_uncertainty_score":0.06855208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07755317641913727,"score_gpt":0.3367786312951819,"score_spread":0.2592254548760446,"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."}}