{"id":"W6990866077","doi":"","title":"Ensihoitajien valmiudet synnytystehtävään sairaalan ulkopuolella: haastattelututkimus Kymenlaakson ensihoitajille","year":2025,"lang":"fi","type":"other","venue":"Theseus (Ammattikorkeakoulujen)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Civil servants; Quarter (Canadian coin); Government (linguistics)","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":[0.001109209,0.0006483622,0.0005474853,0.0009397066,0.003153087,0.006618035,0.0007435264,0.00110247,0.0363028],"category_scores_gemma":[0.002169436,0.0003565421,0.0005404094,0.001082129,0.001625752,0.003918998,0.003594643,0.002200051,0.008346617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301157,"about_ca_system_score_gemma":0.003694383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005818765,"about_ca_topic_score_gemma":0.02048176,"domain_scores_codex":[0.9988128,0.0001494192,0.00006364274,0.0002731483,0.000454987,0.0002460067],"domain_scores_gemma":[0.9986809,0.0003119778,0.0001665569,0.00011586,0.0005177592,0.0002069115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001472921,0.0006121908,0.07439219,0.003572739,0.0002303133,0.005256243,0.08886582,0.001791135,0.1634234,0.177866,0.04441026,0.4381068],"study_design_scores_gemma":[0.00001768816,0.0002155016,0.04815271,0.0006238404,0.00009601489,0.0009882797,0.0419819,0.0008442388,0.03268572,0.01775455,0.8565142,0.0001254997],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3825339,0.007768452,0.03030179,0.006380025,0.0018429,0.0002853915,0.002152547,0.0006231581,0.5681118],"genre_scores_gemma":[0.6216958,0.005099504,0.02091091,0.001286802,0.0003134102,0.0002716882,0.002022357,0.0006502766,0.3477493],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0363028,"threshold_uncertainty_score":0.121445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01677780584474698,"score_gpt":0.2576028221289293,"score_spread":0.2408250162841823,"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."}}