{"id":"W2220318323","doi":"","title":"Is routine radiography for a new patient considered overtreatment?","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Muscular Dystrophy Canada","funders":"","keywords":"Radiography; Medicine; Medical physics; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.003018561,0.0002211938,0.0004364353,0.002026302,0.003103001,0.002318302,0.001162608,0.01071909,0.01092947],"category_scores_gemma":[0.05363052,0.0003423323,0.0005252863,0.001314658,0.002842211,0.00290624,0.001135003,0.004705559,0.00095036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002128663,"about_ca_system_score_gemma":0.00550413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005886153,"about_ca_topic_score_gemma":0.01164186,"domain_scores_codex":[0.9969071,0.000821694,0.0005601567,0.0002840492,0.0007857569,0.0006412654],"domain_scores_gemma":[0.9628563,0.01739798,0.01036853,0.001326335,0.004844737,0.003206111],"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":[0.0003112656,0.0005705848,0.4430642,0.000700361,0.0001231833,0.2008466,0.006659145,0.0003043815,0.002598484,0.03379914,0.1405718,0.1704509],"study_design_scores_gemma":[0.0000955386,0.0007086328,0.2118958,0.00484604,0.0003260415,0.5375283,0.02041868,0.001175271,0.002401434,0.0315442,0.188896,0.0001640742],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1973076,0.01523652,0.002249106,0.7046461,0.004245158,0.00006094911,0.0002824051,0.0001038206,0.07586837],"genre_scores_gemma":[0.8672526,0.01322818,0.00317201,0.09806409,0.01182681,0.00002687433,0.0001889366,0.00004204335,0.006198423],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01092947,"threshold_uncertainty_score":0.03656268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0817846457249044,"score_gpt":0.3857551707127639,"score_spread":0.3039705249878595,"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."}}