{"id":"W2032994319","doi":"10.12927/hcpol..17560","title":"Journey to a Journal","year":2005,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biostatistics; Health care; Sociology; Clinical epidemiology; Engineering ethics; Library science; Peer review; Political science; Social science; Medical education; Epidemiology; Medicine; Public health; Law; Nursing; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008595651,0.0004889306,0.000733376,0.001625562,0.003385881,0.0001796107,0.0009381003,0.0006802654,0.00682316],"category_scores_gemma":[0.01053856,0.000514396,0.0001990456,0.00302031,0.0002308223,0.0009285618,0.0003727086,0.003592174,0.03043663],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00644211,"about_ca_system_score_gemma":0.02397515,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02365675,"about_ca_topic_score_gemma":0.01501345,"domain_scores_codex":[0.9841622,0.006170666,0.003049574,0.0006671818,0.001351653,0.004598776],"domain_scores_gemma":[0.9873287,0.001961864,0.001012288,0.0008621415,0.001402162,0.007432849],"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":[0.00003721636,0.00005920485,0.001461228,0.0005824905,0.00001345867,0.00001878133,0.08392718,0.00003422164,0.00002044202,0.04564686,0.5903075,0.2778914],"study_design_scores_gemma":[0.001137596,0.00043048,0.01030389,0.0008867171,0.000013051,0.0004513577,0.005964742,0.00009358901,0.0000216111,0.002553254,0.9777483,0.0003953607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02585334,0.002490275,0.001719728,0.952138,0.005679201,0.001794338,0.0004347833,0.0001252893,0.009765037],"genre_scores_gemma":[0.1822336,0.002531712,0.01912846,0.7041205,0.03881465,0.0001393389,0.000004727563,0.0001151226,0.05291189],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3874408,"threshold_uncertainty_score":0.9997308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.733072260897665,"score_gpt":0.7372090924601301,"score_spread":0.004136831562465138,"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."}}