{"id":"W4302186926","doi":"","title":"[Not Available].","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formative assessment; Mental health; Qualitative research; Service (business); Citizen journalism; Psychology; Public relations; Medical education; Medicine; Nursing; Political science; Business; Sociology; Psychiatry; Pedagogy; Marketing","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":["insufficient_payload"],"category_scores_codex":[0.002649102,0.0009831393,0.001181878,0.004467606,0.002297186,0.003654285,0.00342164,0.002307195,0.7574841],"category_scores_gemma":[0.01574418,0.0004514405,0.0009014587,0.004840983,0.0006277442,0.002295176,0.001693033,0.001835272,0.3842266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004354843,"about_ca_system_score_gemma":0.01276824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1639129,"about_ca_topic_score_gemma":0.211677,"domain_scores_codex":[0.998158,0.0003687232,0.0002329776,0.000153418,0.0007520653,0.0003348022],"domain_scores_gemma":[0.988405,0.001110513,0.0005321074,0.0007392904,0.008165695,0.001047488],"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":[0.00008152037,0.00001707785,0.0001955054,0.00157934,0.00001486557,0.00007982622,0.00006130683,0.00001342211,0.00007141321,0.0007406361,0.9597409,0.03740412],"study_design_scores_gemma":[0.00007015694,0.00002086032,0.001597712,0.001959278,0.00001669356,0.00007147452,0.00009690406,0.00002755575,0.00006820529,0.0003011972,0.9957582,0.00001177425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001183719,0.006674343,0.001336757,0.01964142,0.01544897,0.002616678,0.3297182,0.002509113,0.6208708],"genre_scores_gemma":[0.01365329,0.007744332,0.00327898,0.01311212,0.002355702,0.002863256,0.13816,0.001145411,0.817687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2425159,"threshold_uncertainty_score":0.3459195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06445669675138406,"score_gpt":0.2246338350498479,"score_spread":0.1601771382984638,"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."}}