{"id":"W2464952751","doi":"","title":"On competing for your medics.","year":2005,"lang":"en","type":"article","venue":"PubMed","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"MEDLINE; Psychology; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008746427,0.0007927714,0.0022088,0.004307725,0.002844702,0.005830489,0.003847755,0.009068791,0.72863],"category_scores_gemma":[0.06129507,0.000883263,0.001897045,0.003331744,0.001280682,0.002830386,0.0039037,0.003465685,0.4900028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001827996,"about_ca_system_score_gemma":0.005340031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001659165,"about_ca_topic_score_gemma":0.006249951,"domain_scores_codex":[0.9936823,0.001274101,0.0007379585,0.0004653166,0.002463105,0.001377247],"domain_scores_gemma":[0.9458494,0.01359805,0.002329444,0.005655348,0.01937902,0.0131887],"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":[0.0001809069,0.00006125405,0.0004407205,0.0003526931,0.00003854691,0.0002381962,0.00003650426,0.00002045804,0.0003938927,0.002086469,0.956768,0.03938228],"study_design_scores_gemma":[0.0001011116,0.00007808299,0.001046622,0.0002502466,0.00003398516,0.000358641,0.000158414,0.0001558248,0.0003230264,0.001234151,0.9962313,0.00002852628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.003675202,0.01000479,0.001990489,0.2584581,0.2235486,0.0005894747,0.01097161,0.00132494,0.4894369],"genre_scores_gemma":[0.02108948,0.005816096,0.002983297,0.03262272,0.04737789,0.0006059075,0.008995514,0.0005880862,0.879921],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.72863,"threshold_uncertainty_score":0.3870763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2636781089759423,"score_gpt":0.4377134340583963,"score_spread":0.174035325082454,"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."}}