{"id":"W1979288591","doi":"10.1111/anae.12724","title":"SonixGPS – the role of operator experience","year":2014,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"","keywords":"Global Positioning System; Medicine; Imaging phantom; Task (project management); Modality (human–computer interaction); Plane (geometry); Contrast (vision); Learning curve; Medical physics; Human–computer interaction; Radiology; Computer vision; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002120931,0.0001731541,0.000349016,0.0000623257,0.00005480223,0.00001147565,0.0001958282,0.0003433476,0.000126596],"category_scores_gemma":[0.00009702629,0.00009697905,0.0002107282,0.0001108308,0.0002422833,0.00002772329,0.00001696841,0.0005370033,0.00007719673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002265648,"about_ca_system_score_gemma":0.00007479601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000967942,"about_ca_topic_score_gemma":0.0000018001,"domain_scores_codex":[0.9988353,0.0001424359,0.0002615688,0.0002331995,0.0003358225,0.0001916543],"domain_scores_gemma":[0.9990377,0.00009021371,0.0001148089,0.0006250063,0.00009342592,0.00003877313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002731599,0.00006102999,0.007850513,0.0008702368,0.00007786883,0.00003519154,0.002502378,0.000001029392,0.002834082,0.0007345738,0.955136,0.0298698],"study_design_scores_gemma":[0.0001439921,0.0002896203,0.006305354,0.0001815522,0.00004185212,0.000009618444,0.0002683525,0.00005087055,0.00048434,0.0001752604,0.9919291,0.0001201564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1758563,0.001307631,0.00003008837,0.8135463,0.0001258069,0.0007577385,0.000002057623,0.00005261695,0.008321409],"genre_scores_gemma":[0.4641843,0.00006793104,0.0002411097,0.5326148,0.001303956,0.00007288875,0.00004376546,0.00004127944,0.001429984],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2883279,"threshold_uncertainty_score":0.3954691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009605523510704466,"score_gpt":0.2575476977884498,"score_spread":0.2479421742777453,"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."}}