{"id":"W2264113082","doi":"10.1136/bmj.326.7392.766","title":"“Free” medical publishing venture gets under way","year":2003,"lang":"en","type":"letter","venue":"BMJ","topic":"Medical Research and Practices","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Publishing; Feeling; Scientific publishing; Public access; The Internet; Internet privacy; Threatened species; Free access; Public relations; Political science; Sociology; Media studies; Library science; World Wide Web; Psychology; Computer science; Law; Social psychology","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006422958,0.0007899751,0.001155169,0.003680155,0.003835574,0.02161071,0.001504554,0.007380501,0.4939215],"category_scores_gemma":[0.04367551,0.000712916,0.001307236,0.004664841,0.003462903,0.01232418,0.006813779,0.005144007,0.3227036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001819087,"about_ca_system_score_gemma":0.005595038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102497,"about_ca_topic_score_gemma":0.002555379,"domain_scores_codex":[0.9923431,0.001434144,0.000807951,0.0006864856,0.003915377,0.0008128633],"domain_scores_gemma":[0.942204,0.01231112,0.004820149,0.01238012,0.01011258,0.01817205],"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":[0.00002533213,0.00003709677,0.0004038537,0.0001886659,0.000005812282,0.0001336375,0.00009432722,0.00001192579,0.0001297882,0.004843005,0.943635,0.0504914],"study_design_scores_gemma":[0.00001098819,0.00001835977,0.0006559685,0.0001207523,0.00000257411,0.0001386821,0.00008948454,0.00001421325,0.00008653568,0.00093406,0.9979213,0.000007227675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0025717,0.01071064,0.001145527,0.2201855,0.1480624,0.0002348295,0.002196169,0.002806674,0.6120866],"genre_scores_gemma":[0.0124059,0.007758068,0.002394236,0.06217749,0.06882154,0.000113401,0.001709219,0.00184744,0.8427727],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9783893,"threshold_uncertainty_score":0.7218596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2056207127809674,"score_gpt":0.5258994560706445,"score_spread":0.3202787432896771,"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."}}