{"id":"W2075079803","doi":"10.1258/jrsm.97.6.284","title":"Laparoscopic cholecystectomy in a patient with myotonic dystrophy","year":2004,"lang":"en","type":"article","venue":"Journal of the Royal Society of Medicine","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Myotonic dystrophy; Laparoscopic cholecystectomy; Medicine; Cholecystectomy; General surgery; Computer science; Bioinformatics; Internal medicine; Biology","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":[0.000157305,0.0001233974,0.0003043524,0.00003661585,0.00005835325,0.000005516781,0.0003442365,0.00003106787,0.00002497883],"category_scores_gemma":[0.0002293333,0.00006260492,0.0001478115,0.0003018013,0.0004122317,0.00003578745,0.00005149073,0.0002841424,9.86988e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009168133,"about_ca_system_score_gemma":0.0001737377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002931835,"about_ca_topic_score_gemma":0.000003998598,"domain_scores_codex":[0.9984564,0.0001127447,0.0004107293,0.0001399554,0.000705652,0.0001745094],"domain_scores_gemma":[0.9990807,0.00007128683,0.000473262,0.0001951668,0.0000913691,0.00008826153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006950619,0.001086305,0.01168608,0.0002584347,0.00008661451,0.0001789478,0.008784012,0.1541532,0.8178392,0.0002301556,0.004009188,0.0009928539],"study_design_scores_gemma":[0.01473972,0.002583803,0.02735659,0.0009658975,0.00007110811,0.0001238028,0.0005813087,0.0002165297,0.9524708,0.000410933,0.0003599495,0.0001195549],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940156,0.0002637395,0.0001110232,0.005073276,0.000224421,0.0001730871,0.000002224188,0.000003565332,0.0001330366],"genre_scores_gemma":[0.9979526,0.00003844711,0.0002883463,0.0015593,0.00009696744,0.000002778967,6.681434e-8,0.0000108406,0.00005067604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1539366,"threshold_uncertainty_score":0.2552955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209270061146367,"score_gpt":0.2412123665375697,"score_spread":0.229119665926106,"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."}}