{"id":"W7038559169","doi":"","title":"Janakkalan sairaalan hoitohenkilökunnan perehdytyksen kehittäminen ja perehdytysmateriaalin digitalisointi","year":2019,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Work (physics); Child care; Data collection; Life style","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001675178,0.002676276,0.003834634,0.001193724,0.0004623787,0.0006061741,0.001649649,0.002281948,0.01417503],"category_scores_gemma":[0.0006602145,0.002397349,0.001260761,0.0008836722,0.0008054674,0.0006618133,0.0005755869,0.002161653,0.05331596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009960459,"about_ca_system_score_gemma":0.00130158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002255388,"about_ca_topic_score_gemma":0.0002732215,"domain_scores_codex":[0.9876019,0.0009375903,0.002579493,0.003587199,0.001985003,0.003308845],"domain_scores_gemma":[0.9908881,0.0003512368,0.001851821,0.004666365,0.0006628968,0.001579544],"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":[0.002805006,0.001443749,0.008182105,0.00544683,0.001892273,0.0005361303,0.003077253,0.00001644067,0.006121431,0.002372466,0.006509049,0.9615973],"study_design_scores_gemma":[0.004283197,0.001430962,0.01964266,0.003219143,0.0009788508,0.0004653519,0.001891862,0.0001674029,0.0005623716,0.000389735,0.9646181,0.00235039],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07614839,0.007087418,0.000107391,0.005724988,0.005930637,0.005425056,0.0006873152,0.0008431296,0.8980457],"genre_scores_gemma":[0.1645664,0.001858082,0.0002972851,0.001190112,0.01030452,0.0002798768,0.001347564,0.001564468,0.8185917],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9592469,"threshold_uncertainty_score":0.9990133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02300605350391191,"score_gpt":0.2784115049649997,"score_spread":0.2554054514610878,"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."}}