{"id":"W1953734391","doi":"","title":"Josiane Cyr MD CCMF","year":2012,"lang":"en","type":"article","venue":"PubMed Central","topic":"Medical and Biological Sciences","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000465004,0.0005940758,0.0005977767,0.0009417259,0.001201581,0.00120675,0.000690951,0.001336283,0.2851235],"category_scores_gemma":[0.003600367,0.0002171805,0.0002194467,0.0003455367,0.0004347037,0.0008620113,0.001200004,0.002243455,0.05900743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233513,"about_ca_system_score_gemma":0.002683884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007857852,"about_ca_topic_score_gemma":0.01276732,"domain_scores_codex":[0.9995857,0.00004465318,0.00002436747,0.0001092661,0.0001478447,0.00008818325],"domain_scores_gemma":[0.9984365,0.0001439241,0.0000781319,0.00004610802,0.0003533208,0.0009419807],"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":[0.0001855072,0.00007496104,0.003947492,0.000242827,0.00001529763,0.004914514,0.0002050553,0.0001163299,0.0008520751,0.003270945,0.7683508,0.2178242],"study_design_scores_gemma":[0.00003039657,0.00005303344,0.003786981,0.000383632,0.00001172044,0.009792371,0.0003286886,0.0001437665,0.0004052673,0.0009381523,0.9841036,0.00002228892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02118488,0.074361,0.003050467,0.2720897,0.05488506,0.0002901814,0.002210264,0.001511747,0.5704167],"genre_scores_gemma":[0.08385471,0.03459696,0.001925679,0.02412565,0.007483956,0.0001274286,0.0006664664,0.0003476195,0.8468716],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7148765,"threshold_uncertainty_score":0.953833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03738209927511045,"score_gpt":0.2514255326061547,"score_spread":0.2140434333310443,"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."}}