{"id":"W4391123258","doi":"10.1097/hp.0000000000001784","title":"Response to Galiano","year":2024,"lang":"en","type":"article","venue":"Health Physics","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006997686,0.001365001,0.002037812,0.001007451,0.004777045,0.004936912,0.004358828,0.03793633,0.02444554],"category_scores_gemma":[0.05338077,0.001020502,0.001361508,0.001098481,0.003814101,0.004280319,0.003511515,0.05258172,0.01552514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005613203,"about_ca_system_score_gemma":0.01051443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01098213,"about_ca_topic_score_gemma":0.01430078,"domain_scores_codex":[0.9951848,0.001010022,0.0004510116,0.0007870956,0.001891064,0.0006759018],"domain_scores_gemma":[0.9718975,0.0097619,0.001038646,0.0008619291,0.009963069,0.006476925],"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":[0.00001145829,0.000005625344,0.00006521834,0.00002514074,0.000002608069,0.0001034982,0.0000444705,0.00001341848,0.00002078419,0.0003131477,0.9977784,0.001616259],"study_design_scores_gemma":[0.00003704977,0.00003451367,0.0007198448,0.0003045369,0.00001082404,0.0006906659,0.0007934315,0.00009175059,0.0001179482,0.001103333,0.996046,0.00005010343],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009957432,0.001029458,0.00004988376,0.9672222,0.0301043,0.00001479902,0.00005122871,0.00004557714,0.001382957],"genre_scores_gemma":[0.001031226,0.000927127,0.00007314459,0.9799991,0.01166017,0.00003500861,0.00002615216,0.00003316781,0.006214886],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03793633,"threshold_uncertainty_score":0.08177847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04045073209461068,"score_gpt":0.3278599059455081,"score_spread":0.2874091738508974,"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."}}