{"id":"W6911012741","doi":"10.5061/dryad.qjq2bvqcw","title":"Catering to the Patient","year":2021,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Process (computing); Work (physics); Filter (signal processing); Limiting","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":[0.0007013231,0.0003657624,0.0002551633,0.0002532413,0.0005551798,0.0006213732,0.0004249166,0.0008110374,0.01971242],"category_scores_gemma":[0.006297405,0.00007581426,0.0003361304,0.0001773752,0.0004836162,0.0006476833,0.001246289,0.001167467,0.002873266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005494253,"about_ca_system_score_gemma":0.00119599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007117565,"about_ca_topic_score_gemma":0.0007530632,"domain_scores_codex":[0.9994392,0.0001903742,0.00005998232,0.00007162477,0.000129223,0.0001096554],"domain_scores_gemma":[0.998265,0.0004852525,0.0004136905,0.00009867683,0.0002234731,0.0005140119],"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":[0.0007473686,0.0005760312,0.107927,0.003081503,0.00008923126,0.01494404,0.0100812,0.0005247534,0.01755286,0.002930364,0.135899,0.7056466],"study_design_scores_gemma":[0.0001710499,0.007552809,0.2903024,0.003155843,0.0002528328,0.2463803,0.01722924,0.001535353,0.01727962,0.004108363,0.4117684,0.0002637403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"dataset","genre_scores_codex":[0.8582917,0.01026629,0.0118451,0.02786743,0.00194447,0.0008962045,0.001131173,0.0009274864,0.08683017],"genre_scores_gemma":[0.9553952,0.007597884,0.009572615,0.007427912,0.0005130452,0.0001671616,0.0006940119,0.00006627409,0.01856578],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.01971242,"threshold_uncertainty_score":0.06594461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05302653879712514,"score_gpt":0.3281697499321655,"score_spread":0.2751432111350404,"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."}}