{"id":"W2313956407","doi":"10.1136/inp.d6601","title":"Comments on the dilemma in the October issue: ‘Mammary mass in an overweight dog’","year":2011,"lang":"en","type":"article","venue":"In Practice","topic":"Ethics and Legal Issues in Pediatric Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dilemma; Weight loss; Overweight; Confidentiality; Medicine; Welfare; Animal welfare; Best practice; Internet privacy; Political science; Obesity; Law; Computer science; Pathology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00365188,0.0001389552,0.0001906508,0.0001242515,0.00005973569,0.00003857437,0.000369942,0.0001974296,0.0002003516],"category_scores_gemma":[0.002378306,0.00008100927,0.00002828542,0.0004820613,0.00005188312,0.0004484908,0.00005649481,0.001997582,0.00008596331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135162,"about_ca_system_score_gemma":0.0001231362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006704653,"about_ca_topic_score_gemma":0.0008084292,"domain_scores_codex":[0.9973966,0.001193922,0.0003772216,0.0002589933,0.0004617694,0.0003114543],"domain_scores_gemma":[0.9961601,0.00283359,0.0001234687,0.0007211973,0.00008698694,0.0000746434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001563405,0.005042045,0.6200642,0.0002770801,0.00006354598,0.006847106,0.1538343,0.000006840492,0.0000470485,0.1786271,0.01941475,0.01421258],"study_design_scores_gemma":[0.00154303,0.000763088,0.2025625,0.0002135155,0.00004882696,0.00006974789,0.008355949,0.0001929243,0.00005936532,0.004509808,0.7814624,0.0002188193],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5067431,0.0009600185,0.00001092519,0.1897079,0.0006658536,0.001248476,0.000006803995,0.0000301881,0.3006267],"genre_scores_gemma":[0.9593835,0.0006380776,0.0006921141,0.03870863,0.0002745586,0.0000626151,0.000007408109,0.00001683698,0.0002162353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7620477,"threshold_uncertainty_score":0.9999098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1057584044837802,"score_gpt":0.4099858861700044,"score_spread":0.3042274816862243,"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."}}