{"id":"W4391165047","doi":"10.5040/9798400662386.ch-001","title":"Introduction","year":2002,"lang":"en","type":"other","venue":"Healthcare policy","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001489489,0.0008438246,0.0005566683,0.003014524,0.002336123,0.00901583,0.001591867,0.005076346,0.4722276],"category_scores_gemma":[0.005624678,0.0005679546,0.000664932,0.003207375,0.0008271628,0.003041277,0.001751041,0.004649298,0.2942726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003833583,"about_ca_system_score_gemma":0.005011133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03198011,"about_ca_topic_score_gemma":0.05414141,"domain_scores_codex":[0.998516,0.0002182703,0.00005571205,0.0002408254,0.000627662,0.0003415192],"domain_scores_gemma":[0.9967921,0.0006547809,0.0001104388,0.0003120551,0.001319098,0.0008114692],"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":[0.00001434067,0.00002164454,0.0001591364,0.00003509351,0.000001149657,0.00002212438,0.000038267,0.0000338756,0.00002775974,0.01363103,0.9728,0.0132156],"study_design_scores_gemma":[0.000008097983,0.000007989118,0.001079292,0.00008431277,0.000001884902,0.00003132281,0.00007953378,0.00004527573,0.00005441711,0.001305743,0.9972976,0.00000455498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005491236,0.0005907423,0.0003104031,0.006383516,0.002294734,0.00009685427,0.006187115,0.0003051894,0.9832823],"genre_scores_gemma":[0.001328996,0.0002782044,0.0001268898,0.002943762,0.0002844617,0.00006033934,0.001317764,0.000107995,0.9935516],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5277724,"threshold_uncertainty_score":0.7528033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03437957936161441,"score_gpt":0.3513266224186793,"score_spread":0.3169470430570649,"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."}}