{"id":"W4231630966","doi":"10.1097/brs.0b013e31827929c5","title":"Point of View","year":2012,"lang":"en","type":"article","venue":"Spine","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Reprint; Stock (firearms); Library science; Family medicine; Management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001096068,0.0006001499,0.0004977965,0.0008134829,0.001169149,0.00388412,0.001243613,0.005177789,0.1798796],"category_scores_gemma":[0.006430555,0.0002094519,0.000521988,0.0005621811,0.001362233,0.002265167,0.002478001,0.006001713,0.09268469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00179623,"about_ca_system_score_gemma":0.003374638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001940295,"about_ca_topic_score_gemma":0.00277994,"domain_scores_codex":[0.9986635,0.0001646712,0.00009458022,0.0003550669,0.0005431366,0.0001791129],"domain_scores_gemma":[0.9970962,0.0002851035,0.0001471735,0.0003122218,0.001317639,0.0008417207],"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":[0.00005067006,0.00003195391,0.0005288397,0.0002023413,0.00001263655,0.0004860644,0.0001468011,0.00004766284,0.0004107878,0.02524564,0.8669888,0.1058479],"study_design_scores_gemma":[0.000003851927,0.000009131421,0.0001586095,0.0001150389,0.000002960998,0.000520977,0.00005699344,0.00001080167,0.00005633084,0.002092028,0.9969702,0.000003054402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002162845,0.04343719,0.003553154,0.4083406,0.1183416,0.0001017519,0.001233916,0.0004253018,0.4224038],"genre_scores_gemma":[0.02735367,0.03474925,0.002367979,0.1931293,0.05000039,0.0001591479,0.001143571,0.0002267505,0.69087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8201203,"threshold_uncertainty_score":0.6017573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01423137501672546,"score_gpt":0.2686577976398447,"score_spread":0.2544264226231193,"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."}}