{"id":"W4406511816","doi":"10.1016/j.yoph.2015.04.030","title":"10.1016/j.yoph.2015.04.030","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Handshake; Medicine; Health care; Computer network; Law; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005221631,0.0007400545,0.0003953987,0.0009113559,0.0007802764,0.001731021,0.0005865213,0.002774711,0.8432497],"category_scores_gemma":[0.001351049,0.0003199287,0.0003959776,0.000361713,0.0006601983,0.001787986,0.000949091,0.001503006,0.6375296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007523312,"about_ca_system_score_gemma":0.00138063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00290602,"about_ca_topic_score_gemma":0.002960679,"domain_scores_codex":[0.999774,0.00002771343,0.00001640625,0.00004668459,0.00006430497,0.00007079783],"domain_scores_gemma":[0.9991953,0.0001213189,0.0001121759,0.00002625151,0.0001626808,0.0003822183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003296759,0.0004180107,0.00927639,0.0005720328,0.00003504026,0.0006792942,0.0001836763,0.0001131886,0.0004746437,0.004720145,0.3675648,0.615633],"study_design_scores_gemma":[0.0001181588,0.0002392486,0.01459868,0.002552912,0.00004505589,0.005859356,0.0006725275,0.0002724389,0.0003840291,0.005786549,0.96944,0.00003114769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006582372,0.02105577,0.001328383,0.02117124,0.003260663,0.0001060269,0.001980981,0.0008510805,0.9436636],"genre_scores_gemma":[0.03774436,0.01462579,0.002061376,0.006318559,0.002332329,0.0001135561,0.001573518,0.0002225508,0.9350079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1567503,"threshold_uncertainty_score":0.2235852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001477593772489,"score_gpt":0.2408837182848681,"score_spread":0.2308689423471432,"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."}}