{"id":"W2425045866","doi":"","title":"I want to buy one of the new head-mounted LED lights for operatory use. What should I be looking for to ensure I get the best clinical lighting?","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Digital Imaging in Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital","funders":"","keywords":"Head (geology); Business; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001826709,0.000866802,0.0007718623,0.0008783249,0.00187047,0.002918796,0.00112709,0.004003604,0.2090015],"category_scores_gemma":[0.0113852,0.0003946627,0.00129576,0.0007431584,0.001351177,0.004443485,0.001324336,0.003052681,0.1119142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005499728,"about_ca_system_score_gemma":0.001409088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971514,"about_ca_topic_score_gemma":0.003753636,"domain_scores_codex":[0.9991094,0.0001356499,0.00005404902,0.0001084142,0.0004506489,0.0001416642],"domain_scores_gemma":[0.9939358,0.001422355,0.0004865647,0.0004501728,0.002082,0.001623004],"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":[0.0002982984,0.0001603138,0.001583244,0.0009121188,0.00003259101,0.000524139,0.0002543865,0.00003295142,0.003675136,0.001623528,0.7310063,0.259897],"study_design_scores_gemma":[0.0001072666,0.0003069579,0.001852319,0.0006647547,0.00006320832,0.003083603,0.0009553757,0.00004450019,0.003932392,0.002133056,0.9867473,0.0001092334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.016916,0.06120626,0.03766403,0.4638631,0.06216252,0.0007208472,0.002764675,0.009662705,0.34504],"genre_scores_gemma":[0.07728089,0.06392308,0.08722838,0.2343314,0.02037084,0.00067891,0.001772185,0.003964506,0.5104499],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2090015,"threshold_uncertainty_score":0.6991795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1890921922963142,"score_gpt":0.3769201598728751,"score_spread":0.187827967576561,"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."}}