{"id":"W6991651461","doi":"","title":"Huoltoprosessin ja tehokkuuden kehittäminen","year":2017,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Truck; Power (physics); Quarter (Canadian coin); Data collection","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003697669,0.00056429,0.0006257786,0.0004932508,0.0008122489,0.00216124,0.0004680391,0.0008290811,0.1123606],"category_scores_gemma":[0.000657252,0.0003161712,0.0005432485,0.0003438693,0.0004319425,0.0007511775,0.001299833,0.001834777,0.03581761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008923541,"about_ca_system_score_gemma":0.001984901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003070675,"about_ca_topic_score_gemma":0.005426308,"domain_scores_codex":[0.9994572,0.00007791406,0.00004228796,0.0001016086,0.0002302243,0.00009082766],"domain_scores_gemma":[0.9995863,0.00009061599,0.00004959866,0.00003001576,0.0001418914,0.0001016472],"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":[0.00268657,0.0009984545,0.003892134,0.002711468,0.0001031664,0.002151475,0.001028728,0.0004159956,0.2553752,0.007085098,0.06430381,0.6592479],"study_design_scores_gemma":[0.00009312231,0.0007195479,0.005721244,0.000471977,0.00006104868,0.001611877,0.0007253286,0.0003196545,0.07020217,0.0008513887,0.9191796,0.00004323912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2085245,0.06355646,0.0150032,0.01151646,0.007040501,0.0009278947,0.004419385,0.002565956,0.6864458],"genre_scores_gemma":[0.1637218,0.02777098,0.01275189,0.001921175,0.0006116654,0.0003265814,0.002879141,0.0006503282,0.7893664],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1123606,"threshold_uncertainty_score":0.3758837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680064698318195,"score_gpt":0.3027046546900444,"score_spread":0.2759040077068625,"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."}}